{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Spherical divergence correction dataset\n",
    "\n",
    "### Dataset\n",
    "\n",
    "**Train** \n",
    "\n",
    "| Filename | About this file | Size | N ffid |  Length |\n",
    "| :------ | ----: | ----: | ----: | ----: |\n",
    "| 2_TAR_raw.sgy | Raw field seismogram | 86M | 10 | 4 s |\n",
    "\n",
    "**Validation**\n",
    "\n",
    "| Filename | About this file | Size | N ffid |  Length |\n",
    "| :------ | ----: | ----: | ----: | ----: |\n",
    "| 2_TAR_v0_t1.sgy | Corrected seismograms with v=0, t=1 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v0_t2.sgy | Corrected seismograms with v=0, t=2 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v1_t0.sgy | Corrected seismograms with v=1, t=0 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v1_t1.sgy | Corrected seismograms with v=1, t=1 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v1_t2.sgy | Corrected seismograms with v=1, t=2 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v2_t0.sgy | Corrected seismograms with v=2, t=0 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v2_t1.sgy | Corrected seismograms with v=2, t=1 | 86M | 10 | 4 s |\n",
    "| 2_TAR_v2_t2.sgy | Corrected seismograms with v=2, t=2 | 86M | 10 | 4 s |\n",
    "\n",
    "\n",
    "Below we show sample trace headers and sample seismogram with corrected seismograms from the train dataset.\n",
    "\n",
    "Sample trace headers:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append('..')\n",
    "\n",
    "import numpy as np\n",
    "from seismicpro.src import SeismicDataset, FieldIndex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr:last-of-type th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th>offset</th>\n",
       "      <th>TraceNumber</th>\n",
       "      <th>TRACE_SEQUENCE_FILE</th>\n",
       "      <th>file_id</th>\n",
       "      <th>TRACE_SEQUENCE_FILE</th>\n",
       "      <th>file_id</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>raw</th>\n",
       "      <th>raw</th>\n",
       "      <th>corrected</th>\n",
       "      <th>corrected</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>FieldRecord</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3237</th>\n",
       "      <td>3075</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_raw.sgy</td>\n",
       "      <td>1</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_v2_t1.sgy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3237</th>\n",
       "      <td>3030</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_raw.sgy</td>\n",
       "      <td>2</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_v2_t1.sgy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3237</th>\n",
       "      <td>2984</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_raw.sgy</td>\n",
       "      <td>3</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_v2_t1.sgy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3237</th>\n",
       "      <td>2940</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_raw.sgy</td>\n",
       "      <td>4</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_v2_t1.sgy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3237</th>\n",
       "      <td>2895</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_raw.sgy</td>\n",
       "      <td>5</td>\n",
       "      <td>/data/SD/dataset_1/2_TAR_v2_t1.sgy</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            offset TraceNumber TRACE_SEQUENCE_FILE  \\\n",
       "                                               raw   \n",
       "FieldRecord                                          \n",
       "3237          3075           1                   1   \n",
       "3237          3030           2                   2   \n",
       "3237          2984           3                   3   \n",
       "3237          2940           4                   4   \n",
       "3237          2895           5                   5   \n",
       "\n",
       "                                      file_id TRACE_SEQUENCE_FILE  \\\n",
       "                                          raw           corrected   \n",
       "FieldRecord                                                         \n",
       "3237         /data/SD/dataset_1/2_TAR_raw.sgy                   1   \n",
       "3237         /data/SD/dataset_1/2_TAR_raw.sgy                   2   \n",
       "3237         /data/SD/dataset_1/2_TAR_raw.sgy                   3   \n",
       "3237         /data/SD/dataset_1/2_TAR_raw.sgy                   4   \n",
       "3237         /data/SD/dataset_1/2_TAR_raw.sgy                   5   \n",
       "\n",
       "                                        file_id  \n",
       "                                      corrected  \n",
       "FieldRecord                                      \n",
       "3237         /data/SD/dataset_1/2_TAR_v2_t1.sgy  \n",
       "3237         /data/SD/dataset_1/2_TAR_v2_t1.sgy  \n",
       "3237         /data/SD/dataset_1/2_TAR_v2_t1.sgy  \n",
       "3237         /data/SD/dataset_1/2_TAR_v2_t1.sgy  \n",
       "3237         /data/SD/dataset_1/2_TAR_v2_t1.sgy  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path_raw = '/data/SD/dataset_1/2_TAR_raw.sgy'\n",
    "path_corr = '/data/SD/dataset_1/2_TAR_v2_t1.sgy'\n",
    "\n",
    "field_index = (FieldIndex(name='raw', extra_headers=['offset'], path=path_raw).\n",
    "               merge(FieldIndex(name='corrected', path=path_corr)))\n",
    "field_index.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Total number of field records and traces:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10, 10880)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(field_index), sum(field_index.tracecounts)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Sample of raw seisomogram, corrected seismogram and gain plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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1dXUcOXKE5uZmPB4PHo+HZDKJ1+ulubmZ2dlZxsbGSCQSuN1u3va2t3HgwAHC4TDj4+PEYjFZ5PH7/bIIkc/n5ZmRyWQIh8P09vYyODhIOp2W53EwGKRYLPKXf/mXp/79XgVvarzu91RHR4fxiU98Qh//pQytxNnumP6vj1n/6zTWc+b0tc7V+m3TNtvj5jrMB7v6W6+3K996zm5BwZrO2n678qodr9U+u4WP+c5Xy7/W+Nqh1rV2eD1z7GzaUW1sai0GVauzte61+t6uHLv62uVprXu1eVat/da62M2bam2zlm1XVq1+rnYP12pzrbqfbX1q1bHaXKp1nV29at0fr+c+tKuLNf0Xv/jFs3pPvdFmby8AS1Vld2Mf8AEqG2xVRblcpq+vj8nJSZYvX47f76dYLDI5OYlSir6+Pr73ve/xvve9j0gkQigU4p3vfCfPPPMMPp+Pxx57jP3793Po0CGuu+467rrrLtLpNIlEApfLxaJFi+jo6KBYLBKJRMjlcnz84x8HIJ1O09PTw4kTJ0gkEiKYF4tFhoaGAOjr62NwcJDJyUmuvvpqEZoPHz4MwIkTJ0To1QLO+vXrOeecczhw4IAIdT/+8Y9JJBJ8+9vfZmBgAI/Hw80330wikSAUChEIBDDmtDYvv/wyfX19zMzM4HK5WLduHS6XSwSiYDDI29/+dl599VXRTuXzeRG6vve976GUIhAIABVSoAlDqVSSVfK/+Iu/kJXx1atXk0qluOWWW0ilUrjdbtra2kSLUldXx/T0NOl0mtnZWd797neLIBaLxdiyZQuPPvooN9xwA3V1lQ2mly1bRn9/P5lMRlb5m5ubueKKK/B4PHzjG9/AMAyCwSBr164VwTabzRIIBCgUCqJBSqfTlMtl0Z4kk0kGBgbO0BbOzs4C8PGPf5z6+nrR/OXzefr6+mhsbMTtdhMKhWhvbycQCNDe3s709LRoAOvr6/F4PAwPD7Nu3TpaW1tFmzI5OUlTUxNTU1P4/X6+/vWvS/+atSCZTIapqSmZ3/oG/vSnP835559PoVAgFArR0dHBtddey8TEhIyrx+NhYmICwzDo6uoinU6TTqf50Y9+RDgc5otf/CKhUIiGhgYAGhsbCYVCHD16lMsvvxyXyyX55XI54vE4ExMTnHfeeQQCATweD263m7GxMdxut2hTlFLU1dVRV1dHNpsVrV06nSYajQr50URbax+0xgKgs7NTBO9169ZRLBaJx+O0tbVx5ZVX4vP5hJzNzs5SKpV4+umnAeTcihUr5MFXX1+PYRhMTEwQCoVEA+Z2u8/QcuiFkkgkIhqRYrHIli1b8Pl8jI6OcujQIWZnZ4lEIrhcLpYtWyb5tLS04HK5aG9vZ2ZmBoDFixeLZkVrdQqFgmhh8vk8hUKBBQsWkEqlCAQCRKNR1q1bh2EYeL1eVq1axdjYGMlkUrQ/Oh+Px8PU1BThcJj+/n42btyIy+UiHA5TKBSIxWIEg0F5NixYsIDe3l7OOeccXnrpJemPxsZGlFJ0d3cLIctkMtLPui+DwSDlcpnDhw/LPRWPx4lGo2doEt8ieN3vKaguaJnPmxdjzNdYv+1gFgAMw/iltHbnqqW3Ch125Z+tgKd/27XNXG41gWw+cmNXH2tbzGnsBL5qQqW17nbpqgla5mvtjlv7xtofdn1kLsdaJ3Od7T52bdJ510pj1w5rXWrNHWv/WutsbqddWnM97IRdq4Bda+5Uu3/s6m89b+0Hu3lgd51d/mbMRwKt19i13Xyd3T1q7cv5nkXmdLVIqHXeWNtQjdRVG69q95ndHKzVhmr34uvBG0p+DMMoAp8GfgIcBL5vVHYRrnUNr732Gkop/vEf/xGPx8OCBQtYtmwZ8Xicl19+mWw2y+nTpxkfH6euro6bb76ZeDxOT08Pjz/+OB/5yEdwuVx8+MMf5utf/zrJZJJkMskLL7xAIBBgdHSUSCQiAsY999zDzMwM2WxWOrmpqYnm5mYhHB6Ph8bGRhobG6mvr6erq4vrr79eVkmDwaBoE0qlEq2traTTaZqamnjiiSdYv349AwMD1NfXEwwGpY4/+9nPuPjii/H5fDz55JM0NDTIRMlkMrhcLhobGwEoFAp4vV5ZYW9oaMDr9fKnf/qn3HHHHaxatQqv14vH4yGVSjEyMoLH46G5uZlisciFF16IYRgUi0VZGS8UCoTDYSKRCH/9139NuVwmEAiQSqXweDx885vfJBKJEAwGmZiYIBqN4vV6OX78OIVCgdWrVxOJRHjttdfETC0cDjM9Pc3IyAgHDhzA7/fT19fHiRMnOHXqlGhfisUiW7du5ejRoySTSfbs2cPExASpVEq0Mlp74/V6pb2xWEwEx2AwKASpq6uLfD4v5pDhcBjDMPj+978vwrtSitHRUdLpNPv376dUKokQm0gkREunTfgAITFbt24VEgwVoqHJQC6X40tf+pKYqg0PD9PQ0EBdXR1TU1P4fD5Onz4tdQ6Hw3R2drJ48eIzSMVf/dVfyRzs6ekhHo+LOeX9998vAvHSpUvJZrP86Ec/Es2J3++np6eH2dlZcrkcP/jBDzAMg1AoxMTEBG63m/r6enK5HNPT05RKJY4dOyZjrYmL1nbecccdjIyMkEql6OzsxOv1YhgGe/bsEbKltZzt7e2iRSqVSmdoDQFeeeUVJicnqa+vZ3Z2ln379ol56ezsrGhQdu7cSblcJp1Oc+655/KlL32JXC5HuVwW0nz++edz9OhR3G63jLV+dgAkEgkAMccbGRmR+8Xn8/EHf/AHtLS0UCgUuOiiiwiFQkJCDKNiQhkIBJicnJQ5PTU1RblcZnx8nGw2K4sp2oxRm/AlEgn8fr9oaILBoJDuiYkJ1q1bx9GjR4FfmPc1NTWRz+eJRCIMDg4SCoVIJpNnmHJqgj82NsbY2Bizs7OiTVu+fDkjIyOUy2W2bt1KMBjkxRdfFGKrCZMmux6PB7/fTyAQoLOzU7Re+l7QbXur4Fd5T1mu/yXBtJbwqJQSYmo9byUydkJOLWHLTkieT0CsJsxUE+ytv+1QS9iuJdyZ22zXb7XKriWsVhP67QQ8M4GwpqlFHqvVs1Y/mv/bjYe1TtWIrhXVSG01gmJXvl1d9bFqc8qcj5VUVCMA1QRyaz2rEYZawrr1vx0ptI619X603nfW72rzxJp3LdiRS+v32RCnan1WrX/tnlXmcu3SVqurNQ9rHeyum4/UVCNP1cquhTf8jWYYxjbDMJYZhrHYMIy/ni+9UopLL70UpRTveMc78Hg8DA0NMTY2hsvlYuHChWzatImJiQkaGhrweDx897vfZcmSJZRKJa688kpCoRAbNmzgvvvu45Of/CQAK1asYMWKFYyPjwsZisfjxGIxbrzxRhFIvV4v3d3dxGIxJicnZeW1o6NDXlrBYBC/389jjz1GLBbD7XazcOFCJicn6enpETM2be7zX/7Lf8HtdvOxj32MqakpVq9ezZo1awgEAlx++eV0dHTgcrn49re/jcfjwev1MjMzQ11dnazkDg0NiZ/FsWPH8Pl8pFIpgsEg999/P48//jgLFy5EKUU2m6WlpYX+/n7cbjfT09PkcjkR3DWZMwxD/Hni8Th/9md/BsD4+DirV6/G4/Hw5S9/GZfLRSaTQSnFzMwM4XCYtrY2fD4f8XhcVrELhQJHjhyhUCgQj8dxuVz8wz/8Ax6Ph4aGBlpbW1myZIn0oVKKffv2ibnZ5z//eSKRiAiPiUQCn89HOp3G5XLR1dUlvlihUOgM4hIIBEin09TX15NMJimXy6IxaWtrY3Z2VrQu2o/nvPPOk5X/cDhMXV0dhmEwOTl5htanXC7j9Xp5/vnnhQyb/Vl2796N1+vlc5/7HOVymXK5TFtbG4cPH8bn8+FyuYhEInR3d+N2u5mZmSGfz7N582a2b98ubUmn01x66aXk83lyuRxPPvkkk5OTQn6vv/56Ec7/03/6TyQSCQYHBykUCmQyGRn3xsZGuru7mZ6eFvPG9evXk8lk+P73v08sFmPv3r2USiXWrVtHqVSivr5eHiR6btx55514PB6i0ShKVXzQfD4fQ0NDYp7l8XgIBAKcPn2an//85yhVMdUbHx9n2bJleL1eIpEISikWLVrE5OQkiUSC8fFxMpmMlBcKhfB6vWzZsgWAQCDAtm3buOeee8S8UZOzbDbL4sWLRTunx1WPU319vfhseb1epqen8Xg8/PznP6dUKvGud72LmZkZOjs7eeKJJ8jn8zz33HNAZYFB+//5fD7RkBw5ckS0aNqsTJN4wzAIBAL4/X62bNlCKpUSYrd9+3ay2SyZTEbm44oVK8jn8yxYsIBcLkdfXx8+nw+fz8eyZcvo6emhv7+fUqnE6OgoXq9XFlW0+en09DRer5fdu3ezc+dOeYbcf//9FItFNm3aJGagWhNmHl/9XHnppZfE/2liYgKlFMlk8t/t+f/bgtf7noJfFlCqCWh2gq/Zb8wuT1O95Hg1gWg+Acd6jTVPO+JTS0g5W2GpFkGwq1e1Op9NOruy7IQpuzSvt152fVVr3KoRPDsher522BEpa9nVFi6q5W1Heu3qZUd6rMKt+dv6265vrO2YjzBZrzEvIlQbM+tY2Y2FXTprfa39Y9cH1cq0y8d6rFp6c73tCGMtYmRXZ+tzw5qf3bjb9ZW1rnb/rfnbza1qsF5vvbbW884Ob/rlPO3vAYjZVmdnp5jfLFy4kHg8TjAYZGpqitnZWYaHh1mxYgUnTpxAKcVTTz3F+Pi4dFgkEuEd73gHfr+fq666CoB8Ps/DDz8sZjF1dXViXpJOp0WwD4fDjI6OsmvXLpLJJIlEgkQiwdDQEJOTk2SzWYaHh8nn8+IHoE2iJicnKZVKPPDAA+zfv5+enh5aWlr40Y9+xNe+9jVKpRIPPfQQ27dvxzAMPvnJT4rZTrFYxO/3A3D69Gna2tpk8BcvXiyrztlsllwux7ve9S5GRkbEVO/kyZNs3boVpZSYgR09ehSlFKlUilKpBMDU1BSGYZzhcN3U1MTQ0BCFQoHHHnsMt9uN1+tlYmICQFbl29vbOX78OKlUSjQ/Bw4cYHx8nM7OTi6//HI+9KEPMTs7S2trq/hg5HI5EokEHo+HmZkZ8eV55zvfKZqHYrEovl6a4Lz22muUy2UhIIZR8WnIZDJEo1Exn2pqahLBN5/Ps3v3biKRCOl0mlKphN/vP8MRX5sdQYX4aQd0ranQQqeeJ+VyWfp+enqacDgMVG7GZDJJJBJhZGSEhoYG0UglEgkZP212+OKLL9Lc3CyBCPx+P42NjXR2doo2sVgsMj4+Trlc5oEHHsAwDFKpFDfccAOBQECIi9YGajK0fv16Nm3aJG2FiinZokWLhJx5PB4xpxodHRXfFZ/Px6c+9Sl2797N9PQ0oVCIYrEo+WzYsEE0EjoAQEdHh5iG6b48deoUU1NTYio2MjJCLBajqalJiE80GgWgo6MDt9stBNfn89HZ2SnaTx2EwjAMTpw4waOPPioLBXrO6PHUvjva1O/CCy+UMvL5PFu2bJH59/jjj+NyuWhra5O5sXnzZurr65menhbNTXt7O8VikbVr1zI9PS1BO7RmSGvLHn74YZRSDA4OMjs7y6JFi4RIaXPJxsZG0eRAxW8ukUhw/PhxeZ7p+R2PxzEM44w+DIVCLF26lKamJurr66mvr6e1tRWlFBs2bAAq2rdgMAjA5OQkXq9XzN/088/tdtPU1MT09DSzs7PU19eLX5DWpjk4e9gRFLBfIdaaQrsVYquwoq/XZNZOMLQSMPOnlsBhJ/ToNNVWbWsJLNb+qHbMrn7mOpnNg611sxPA7frLrt/nEx5rCWy1YFe/aiTDbgxfT1nWMqzXWe9dq3BuN+/syE01IqLPzTePqhEC67HXM5+seVq1/ubfteaf3Xwx/7cjDPPlY83PPDZ2hKOacF+NMFnLr3Zf2z1TrHlVu0fsyrG2bb77r1o9q+VbjQhaYe7PX4UAvenJT7lcpqGhgUQiwe7duymVSjz33HN0dXVx6tQpjh07xs6dO/H5fHR0dMgq9Y4dO8TEZsOGDaxatUryHB4eZsOGDbhcLk6ePCnC0YIFC+Tm2b9/P+l0moGBATGBCoVCQogWLlyIYRhyzO/3o1RVZPA6AAAgAElEQVQlcpXb7Razk71794r/QiaTkXS7d+9mz549NDU1EY/HGRwcxO12c+2117Jy5UpCoRCbNm2iUCiI0/Ly5cuZmZmhu7ubtWvXisDi9/uFiCSTSb75zW+KsK5fHOVymdHRUTKZDMuXL5e6QcW5XfvxaHMfDU24hoaGUEqxatUqksmkpNFRur7//e9TV1dHKBQil8uxZs0aPB4PY2NjRKNRXn75ZXK5HGvXrmX16tW43W5aWlpEkNZkUynFAw88gN/v51Of+hSpVIrJyckzSIYOAqH/a58Ec5QyfZ3b7RahUgubwWBQCII+Xi6XefrppyX63L59+5ienqa1tZVFixYJ+dT+P/paLbTn83n8fr+QJd0/hmEwMzNDJpPBMAxisZiQtR07dohWZ3JyknK5LOTH7XYzMTHBqlWrxPfD7XbT2NgoWoxYLCarev/3//5f4vG4CLSauBw6dEi0EYlEgkwmQyaToa+vD8OoONsXCgWam5txuVy8/PLLZ/Sx9nG76667uOKKK/B6vYyPj4sWTJvX3XbbbSQSCRnDVCrF5ZdfLg+oxYsXU1dXRyaTETM7t9vN1NQUbW1tXH755eLPVy6XyefzZLNZTpw4QTAYlCAbX/va14TE6vTBYJCLL75YSLsm7q+88gqGYdDQ0EAwGBTtyfj4OPl8nra2Nvx+P+94xzvYsmULExMTfO5zn8Pn89Hb2yvz6/jx4xLQQ5M8swkZQDablXoXi0U5vmjRIpLJJIODg3KvaxITiUREA6SDU+TzeXp7e2lqamLlypWMj4/jcrlYunQp5XKZW2+9FcMwJLhCOBwmm81y6NAhxsbGWLJkCStXrmRmZkZ8E/P5PMeOHZMFjs2bN4v/oTbtO3TokATh0KZ7+p7SdXYwP6oJfVbBx5zeTCzsyIBGLcHDTgAxX2N37Xx5VDum87MjWVah7lcpt5bgb0feaqWd75iV6Nj1t1Uws5ZrJYbW62vlN1//28FKQK3zynrcKuRWq1ctQdxuPlrrYxXYq7XJrvxq+Vrbau1vazlmomdXH2u+1vKrjaf1fLV6mvOstjBhvcaundXKtfZDLaJY7XljzbcWarXXjsTVIpF215qPWeeYeRzmq/frIc0ab3ry43a7OXLkCMFgUMK5Njc309bWRnNzM9PT08TjcR577DG6u7spFotCHrTwv3XrVomWZRiGmOqcPHmSYrFIT08PkUiESy65RExqtDZp69atsgqtzXi8Xi/t7e0Sbcvn8xGNRlm/fr1EYPP7/aRSKW666SbxZ2ltbSWTybBo0SJcLhcLFiygr68PpRQ33XQTLpeLnp4eTp48SalU4h/+4R8wjIpztFJKfBFcLpc4XgM89NBDpNNp0Qxce+21/Pmf/7mElHa73axdu5YVK1bQ2NhIU1MTLpeL2267TfpDC1H19fUEAgGJROX1ern77ruBilP0hRdeKCvikUiE0dFRwuGw+LnoFeNYLMbs7KyQkYGBAS6++GL276+YzhcKBSKRCMeOHSMSiUiQh4MHD7J06VKUUtx7771iPvTQQw/JirsWsnVIbG1y5nK5hKRGo1E6OzsJhUKyyq4jaX3wgx8UUyRAgka8853vFJPAZcuWiQlcU1OT+LJocqH9XXSQhWKxyNjYGNlslu7ubkKhkESnMwxDSLkWmrX5lSYpLS0tfPCDH+TVV1+VwB11dXU89thj4sd04MABidKmlKKzs1NMKt/2treRz+fp7+/HMAzRUmgTuxdffJHBwUFyuZz4o2nzxlKpxNjYmPhKuVwuBgcHqaurkzDJd999t5htarPGUCgkCwOXXnqpmMNls1kGBwcZGRkBEM3P3r17UUoRDAbp6uoSUqaDhmhzxfr6enbt2iW+PppMBoNBDhw4QKFQEJKhNUC9vb0SaECpiqnd2rVr8Xg8DA4OAhVTV62N1RpVTZiefvppMpkM5557LtlslqmpKanfkSNH6OvrE/M5c3jqgwcPygKIXmTQGqdSqURPTw/RaJTe3l4aGxuZnp4GKqRC960mJaFQiFQqJdH6pqamyOfz1NfXk0qlcLlcvPrqqxiGwVVXXSUmuIVCQUxzT548yYkTJ0SD+qEPfUjO637J5XJi1qnnpQ4fHggEaGxsFD868yKCg9o4G+HVTrAxDEOeRfq/2VTJKqjp95h5TOxWfs3n7IRIaxrrbztBRh8za2J+FaHdfMxatlWQUUqdETLfKjzpfrATIM19Uq3cs62/nTBrPletDnZ9YBUerR9znnb9Mx9BNEPPJTsBUil1BmGwa7O1bDsB3Nov1cbVjuha/9sJyNbzOk/rOJq3aDCXbVcvOxJk1z/VhGpre+zqatdGu3zs+soOds8Pc1vs5kQ1omitQ62ya/XT2batGumpVb7d9dXOVbsfquFNT36am5vFVGTp0qXk83lisZhoe9atW8fy5ctZt24d+/fv5/jx47z//e+nq6tLImr9r//1v5iamhL/gcbGRr785S+zcOFCisUig4ODuFwunn32WbxeLwAtLS3U1dXR19dHKBSir6+PQCAgpkvPPvusCIDaBOjKK6+UVVPtL6Qd8nXkKG1+s2TJEpLJJCdPniQej7Nnzx5yuRynTp1ixYoVFItFduzYIaGGdYhmHd5XayjK5TLr168nEomIBkSH5Q2FQhIhbffu3RhGxbziqaeewu12c/vtt4tGR2sqEokE+Xye8fFxoPLg/OxnP0sgEBACFw6HaW1tJZ/P09DQQLFYFHMZ7UT9wx/+UAR4TUyeeuopvvnNb3Lq1ClGRkYIh8M899xzeDweFi5cKKZ7S5YsoVwuc++99wqx0T4J2ldHm8xpvyfdJzqil8vloqGhgUwmI1oV7eN08cUXiwCtiYDeS6pcLks0unA4TDKZFNOiYrEo+w7pF4b2z/H7/XR1dXHRRRdJSPF0Oi0agPPOO4/FixeTTqcZHx+X8rW509TUFNu2bRNyq6PZ6ZDeSinWrFlDoVAgnU5jGAYbN26UKGh67B555BFyuZyEjG5sbOT06dMcPnxY9ljKZDJEIhECgQDPPPMMdXV1jI2N4fF42LBhg/jJaJ8apRQf+9jHuOSSS0TTMzk5KQJ5IpHg/vvvJ5VKARXBvqenhxdffBGoPKROnjzJeeedJ/2mgxbU19eL9kyTkpmZGdHiLl++nHQ6TSqVYmJigmuuuUai4el7oVAo8MADDwh50sKQHndNaDXJ0Ne99tprZDIZdu7cKZHo+vr6KBaLTE1NSbCQ3t5eZmdnRaukffCUUnR1dZHL5YQo6/7R2rdjx46dEWXtwIED0mf5fJ50Ok17e7vs26S1brOzs2eEIT948CAul4vdu3fjdrt55plnWLJkiZD77du34/F4mJyclJDmSin+7u/+Dr/fL8EWvF4vTz75JIZR2RtJ77Wk9w4zjIqPWyaTIZVKCWFzyM/8qCUMzvfSr0ZIqgmA1YQFu3zN/6uls0tj175aQpY5X3P6WsKj9Xc1cmgVJK0rwnb1t+Zv7bdq5dnlX6u/qhEhfa5aPezKs7bRnEe19tmRvVrjWo2I2NW9Wh3NqCYEVyO7dnPIjkhUIzm1+sK8aGAlidXuSWsbq91v1cbnbPqzGrGy5mdXl/mITa1nhPm8NW2tvM+WSFjn7dmOaTUSbB1z87XVSN3rJT0ab3ry8+qrr3LzzTdz6623yoqq1rboPWY6Ozu54oorqKuro1Qqceutt3Ls2DFZ7dy4cSN79uwRzU0wGOT48eOyl40WRsfGxmTleHp6mkwmQzqdFr+Jjo4OMTfq7e0ll8uRTCZF0P3Sl75EPp8XEzuv1yuRpjRRaW1tZXp6mnXr1rFr1y4WLlzIzMwMO3fuJJ1O09fXJ5GkbrnlFiFQoVAIpZQ4eOsN9fTmptFolEwmg8/n473vfS8nTpzghRdeEMG5oaGBn/70p0xPT/O+972PcDjMtddeS0dHh+StyZk2r1KqshfSfffdx9GjR8nn89x88814vV5OnDghYZTL5TKrVq0Sc610Os0111yD3+/noosukpV/j8fD+9//fqLRKIVCgVOnTvGJT3xCoqgVCgWWLFki0d6uu+46fD4ffr+fWCwmY7548WKJ7AWIRlALcYZhiPZCqYqPV7lcJhqN4vf7efDBB0mlUrLyXigUGBkZ4dVXXxUyp83/NKHz+XxikmbeRBIQ7U4wGOT06dPU19dTKBQ4ePAg2WxW9lvZu3cvdXV1xONxAoEAW7ZsOSOccmdnJ9dddx0Ag4ODQt7dbrdoGrQpoVKKn//85xSLRaanp3n22Wdpa2vj2muvlfDdhmHw85//nJaWFurr62V13+v1cvr0afx+v5iudXV1iSbBTLA1wfnEJz7B008/LWRP728VjUYZHh7m7rvvPmOfH71XkybWg4OD7NixQ8z29NwtFAo0NTWdoVHSG6nqMdbBK4aHh1m5cqVEadPRzwKBAJdddpk8BLW/j85PE8QjR46IaaHWvPh8Pl544QXC4TArVqzghRdeENNIrVksFouiEQWE/CqlRCurzRL1PNb31C233CJ5jYyMsGzZMlnQ0Pt4aa2X3udHm6Bms1mWLFlCfX299OW2bdsoFAocPnyYn/zkJxLS+txzzxUtUGtrK8eOHUMpxXnnnScR3TTJ7OjoIJlMyvMUIB6PA3D48GGJEuj3+zEMg56enn/fh/p/QBiGwQ9/+EPxWdPHqgme+rdOY96sWfuN6TzsBAZNlO3OWYVEOwHQnM5aP2vd7MowaxNqEbH5SJi5fubrzIKaUkrmqV1d9Tk7YaiawGg+V41k2pEW6/W1BP+zIUfVrrMKrNXytoO1rnZ9ZzcPagno86Wt1TZzXczvauu5Wtfa5W83zrqttea4XT9Y+8yOzFQ7Zne+Wnus9a/2u9YYVyNavwrs+qka+a5GXPT11jxeT19Uuwfnu7+sebwevOnJjxnbtm0jEAiQzWa5/PLLaW1tZd++fXznO98R/4ENGzawY8cO2tvbZUV88+bNLFu2jO3btwMIkdHaDG0a1tPTI4K4YRiicRgcHGTRokUMDw8zPT0tQrg2ndK/n3zySRGQ0uk0Xq+Xv/3bvxUhT9v+/+xnPxOfF71h4oIFCyiVSnR1dYnjent7O+VymcnJSXw+H4cOHZJzevPMYrHI6OgoPp9PQiBv376dnp4ewuGwRN9yuVwS9vbhhx+WaGJas6JXgTW51AJqLpfjD//wDzl9+rRsMKpDQKdSKdGyPP744wCMjIxIv2pzM72x4oMPPsiNN94oK8ravEkpJZsqhkIhiYL2gQ98QMwa165dK5tX6nJ1/xtGZVVd72Lv9/slAIH2WdAPXbfbzbZt22hubhafDr/fz9GjR8UfJpVKMTQ0JGGUtamVXvE3q9ZbWlqEoPb395NKpVi8eDGZTIYVK1bQ0dEhLyAdQatQKJBKpbj44oulTrlcjqeeeopt27ZJmOuuri42b94sAviyZcvo7OyUzXG1LxzABRdcwNjYGIZhUFdXR39/v6zkF4tFNmzYIBEQy+Wy+Gp1d3czOztLd3c32WyW3bt3i0bT4/EQj8cpFot861vf4tChQwBitufz+ZiZmWHFihXMzMyID5feiFhHHNNO/VdeeaX4mACi3TIMQyItptNplFKyOPH8889L9LfzzjuPjRs3UiwWSSQSYno4NjbG8ePHzzDfCIfDsudQXV2dbAgKMDMzQ6FQoLe3F7fbzTXXXMPIyAivvPIKR48exefz0djYKHsGtbW10dDQwOzsrLwEuru7RUulN3LVGjn9TAH42te+JhpGpSqmipq06yh74+Pj4qfU0tLC0qVLMQxDIgem02mJwvjggw9iGAY33nijaH2UUuKntm7dOi655BJ5dhw4cADDMBgcHBSipvcw0n5Bumw9xwOBAK+99pr4Xen7xEF15HI59u3bx8033/xLL3urgF9tddRMeKoRCn3MDCuxqUWYrHlUu2Y+4Wo+IbeakGe93q6ddoK1dUXfrm1nIzjNJ5CZz9UiUdVIbC2BVedjJYJWwmPXpmrEy5xXNcG82nyzlm3tg2pCuPWclcxYj5nLtP6266dqwn21uWzO17wgYD1nHSe7MbWrl7XOViJgHQe7Max2b5n7qtr8NZ+3K8vuv/Xb3K5aJMbaF9b212qn3Xyt1pfV2lrtGXU2z7TXizc9+dm4cSNQ6YhHHnlEbO9vv/122T9m//79PPjgg2Ln/rGPfYyf/exnYtO/e/duJicnZXU4nU5z6623Mj09zfPPPw9UyEpHRwexWEwGRwvQZiFPCyVaG9De3i6amQ9/+MMAspt6LpfjC1/4guyjo/fXuOaaazh+/DjxeJze3l6WLl3KH/3RHxGJRPjABz4ghOKxxx7D7/eLGdbp06eBymaROgIUICRKO7TffffdKKW48sorRdBatGiR/NYRtPTeLtqvBiomc9qRXrfV5/OxYcMGYrEYd955JwDLly+nUCjI/jtaQO3u7iYajVJfXy/9XygUWLx4Mb/7u7/L448/LtqF0dFRjh07JpGnQqEQPT09EpnqoYceolQqMTs7KxHOFi1aJKG9e3t7pWwtqB47dkz+h8NhCfTg9/slzPTnP/95hoeHRaukHfi1I70Oda2J1iWXXEIulyOVStHQ0CACvWH8wvytXC7T2dmJx+Ph+eefFz+ekydPEgwGGRkZYXBwkGQyKXuqHDx4UDQbuVyOiy66iGeffVY2RdWRzbQ/lhZU9Rx9/vnnaWhoEPM1j8dDe3s7UDEXLZVK5PN5kskk3d3dZ+xRpSO16TDbOnRyV1cXfr9f5lIqlaJQKPCtb32L66+/nubmZtFQajLa0dHBwoULhYBqvPTSS3LvhkIh8WHRYdm18H7w4EHxncpkMnR0dLB161ZcLhetra3iT9PU1MSNN94ovjhaa7Z27VqWLVsmUfncbjeJREIWCvQc8fv9uN1uUqmU7BOUz+fZtWsXY2NjpFIpfu/3fo9CocDAwICEp+7v7yeRSJxBrvTzQS+cmEmxYRiyV5L2kRseHqalpYWxsTGampqYmZnh1KlTYgqoyaze9FjvwdTS0kJDQ4NsOqsXWLZt28bGjRtRSjE2NkZdXR3d3d2kUiluu+02eua0NSdOnMDtdhMIBKSc0dFRDMOQ4Csej4fp6WmUUsRiMUqlEtFoVBaajh079v/1knkrQGtVlVL09vb+kuChYX1x6/96EQeQPct0fnYvfj1uVpyNQGcX/avWNXYCmp1j+XwkzdpuLaxWE4jNbddaVTuyZPXzsBO25yOU5mvthDq7vrITbO2Ony1RrCa0W3+bz9dKr7+t88Ra/2r+W3akphaRqgYr4ajVF3ZlV4MdodRmvObj1nztxrRanefr/1qExS6tHUGxXmftd2sbre0w/55vPOyeR3Zkza4Mc9nV2qbz14vNtea3HQmqBbu0VlL4et5Tb3ryo6Eb9U//9E9Eo1Gam5sZGhrinHPO4dZbb2XLli2yd83VV18tO9YDPP7447S0tPC2t70NqLxoli9fTk9Pj+xgXiqVeOmll+Sl09zcjN/vZ/v27QSDQRGilFKyW7vb7WZsbExWmbds2SJCkTaxmpiYEEFar4onEglefvllMc2JRqMUi0XC4TAPPPAAxWJRIjRpITuRSIhfyoEDB+jv75cQtFoDoldwzzvvPO688045rjdl7O/vx+Vy8dJLL+H1enG5XJw+fVo2fdRRqvQmm1AxKbjnnnsYGBigVCpx9OhRAoEAAwMDhMNhpqamcLlcnHvuuaTTadEI6UhbOkDAOeecQyaT4Yc//CEul0sc7bWpYl1dHS6Xi2PHjok/xBNPPEEsFqOlpUVMtAC6u7spFAoSllubIkLFn0tvdKmP6Tbp8NJLliwRTaHWeGkthFKKXC4n5l2vvvoqzz77rJBdTRr0Srg+DpUNPlesWCFEZWxsTDSQuVyOdevWUVdXJyT28OHDeL1eEXYmJiZEaNWRuLTvju7zXC7H4OAgHo+H973vfbK301e/+lWUUrLnlA6GcM455wAwMDDA7t27UUqRyWSExOk+O336tBB97YSvTeJ8Ph8f//jHJWBBIBAgHo+Lb9DLL78spnna56u/v19MPQ3DEBPJZDKJ1+slmUwK+damk+l0WsJE60AHV111FYFAAKUUhw8fFs2Pvqf0/k1ae2LeaFSHENfjrrVd2ifnxIkTsleY1jxpbZLW8ihV2QQ3mUzK88Tn87F3714xjdTBRrR5m16w8Hq9fOc735Ew6oZRifynzWV7enqYnJyUTYenpqaYmJggmUyKyZ7L5WJ6elqiOQ4MDODz+bj00kt58cUXpayxsTEJCHH99ddLqGsdyn/jxo3SX9oXSpNHQPay0gsHExMTZ2ht7QRtB79AIBDglltu4bvf/S5Lly49w0fKLPzVWhm1mgTBL8JZm9NaBeezFULtiJC5PDtBzi5fOwHSmt4sjNQScKwkz9wu87XzBViwq481D2s51rzsBM35CJ1VaDWneT2CnTm9mQTXqo+d4FttjlivtRIEuzkxXx7WPrD7Xysv83m766uNnbXdViJszdtaB7tj1n6x1qcWWbKOvbX9dvnZpZtvXp4t7Opi7Su751G1Mms9F6zz0a4uZ3tfmr+tZZiPWwmPXdvPBm968rNnz55faqDb7Wbr1q1ionHw4EH6+/slfPHtt98uoaG1AKBDGStViUb19re/nR07dtDc3EwgECAcDmMYhthea43GmjVrSKVSBAIBCYU8PT3NoUOHKBaLjIyMyJ4vTz/9tOzRoSN0HTlyRMxiTpw4ASAbUH7lK1/h8OHD7N27l9tvv112t9dajDvuuINSqUQ4HCaRSLBgwQLcbrf4Kem6Ll26VDb7NAyD1tZW/uRP/oSBgQEAIW16v6RrrrmGcrnM8ePHWbhwoUSJU6oSlW12dpaLLroIpZRoCkKhEOl0mh//+MdC1nSggmQyyb59+4QEjI+Ps3nzZnK5HP/2b/9GLpdjx44dxONxPvvZz5LJZBgaGiIajXLjjTeKeU02m2V8fFw0H1/5yldIp9Pi85NOp+nv75eNVXX0spmZGRHUdbSyTCYjhM0cNQyQsOJagNZ+P+eeey6tra0YhiEO693d3axZs0bGTUdQ00KJNg9zuVykUin27dsn+6OYyZ+ONjgzM8Mf//Efywq/JqGGUfEZeu973ysmj4FAgEcffZREIkE0GpW9grQ/yA9+8APxy9m5c6eY32mCnUqlaGtrIxQKMTw8zAUXXIBhVFb8R0ZGxOetWCyyevVqotEoK1eulIhm2iRQr6Y988wzsn+T3nRWB6AYHh4Wkg2wYMECzj33XCFSw8PD/PjHP6a1tZVEIkE8Hqeuro5oNMqaNWvEIT8UCgkJ0xHTNBno7OyUCIU6apsW1DVZd7vdEn1RkwftC6O1gjpy3Lp16/B6vbS2ttLR0UFjYyN79+4lEomwcuVKIYA6kpo2M83n87S3t4tvk960VQuvOpy2YRjs2rWLRCIhbamvr5cNUScmJmhqaqK7uxuoPLjNodDr6urE/0kv3Jw8eZJUKsWiRYvEJE1vUhoMBrngggvYtWuXbKB6/PhxWSjQAmRnZ6do9/QLRN+77e3tZDIZenp6mJmZIZVKneHH4sAehw8f5rbbbuOKK67g/PPP5wtf+ALwyy9uO6FCKSUbMQNn7GGlr7Neo99V1YiA9bdZ+NHPGzth306g0PPGfM4qZJq/rb/P9lgtoqE1ynbtMWub9Tm7jT3tBDw7IepshK35BFerkG7Nq1q9zEKhVdtll0ctAVFDW3xYy9SwC2ZiJ6BbyzOXW43ozje3rG2y5lFrbOzqpO8Ju/Ew/7b2m/m4te1WsmRHMK31qDYfzqYt5jLsyIq5Hnb3nl0brWmsfWeFdd5ar69G1mqRobO53pqXXT2q1fP1EB/4LSA/8MuqwM985jM8/PDDpNNpDh06xODgIENDQwSDQQmXfPr0aYaHhwH4n//zf0pENaisct51112sWLECgFQqRX19Peeff748NPW+MjqkdUNDA29729vE1GX58uXEYjHZA8PlcrF9+3YJg23eN0dH/9K+J3V1dfT09PCud72L4eFhNm3aJKZrWmOklOLUqVPiTxQIBFiwYAGZTIaZmRkJpa0dqVOpFC0tLQSDQZYtW8bv/d7vyequfpkumoua9+CDDwKwfv16lixZInvQ6EhVOpoeVF58V199NYsXLxbfmMHBQVpaWmT/HYCenh6amppQquIErrVL2jl99erVXH755QSDQdrb2/F4PBKyWgvZ6XSa1tZWotEoLpdLIqXNzs4yNDQkREE7kzc2NsrePtokTDuSm/fi0RtCGkbFHOnmm28mFouJT5A2jXvuueckhLL2F9MboWpfMO1Lo18Y+/btE9OnqakpEaSVUrJaXy6X6ejoYHh4mEAgwJe//GVKpRLd3d0SCS+VShGJRPje975HoVBgeHiYxsZGCTet23P06FEx7brnnnuEZPv9fsbGxvj0pz8tL4BIJEIymSSfz3P69GkaGhqAyiq19stasGCB9MPk5CQDAwMEAoEz9kjSwoXeNyaVSrF7927REunQ3NrUr1Qq0dTUJP48LpeLWCzGe97zHum3NWvWMDExQSqVElKryUo2m+Wll17C7Xazd+9ekskkpVKJZ555hsWLF8uYarIXDAZlXyJA9n4yC5FKKdra2iRcujbn1GaBTz31FB6PR+43TYyVUhIJTmuIoWL2CYjWShMMPd5aE/sXf/EXdHV1EYlERFOm59yyZct44YUXhGTpgCOzs7N4PB4GBgYYHh4mGAwyPj5OqVSSTUsfeeQRent76evrAyobyCaTSXK5HNlsVswLv/zlL5NOp3nppZfk+ZnJZCRohY7op+d3X1+f7ImkVMUHSUdBdFAd2szyIx/5CEop/umf/omBgQFboQd+eZVfm9LqY3aCrFUo0GTbnJ9VoJpPWLTWpdZqrLUe1jxrCX/mNOb3uVmjY5enzs/O5yw5skwAACAASURBVMdajlU4NAux1frHTmC3lmNHdOz6tdr11jZVEyqt/aQX2OwIgV2+dt9219QiYXbftdpRa+zMc/tshPOzFZbt5q+5z+zqYM7HKlTbnbcrt1o7q/VjtXZUy8eaxm7MqxEGc91rlWc3/+a71u4+s6t7tXliHTu7elsXZOyur9Uf842THX4ryI9dox599FExcfH5fCxZsoRwOIzL5eLd7343SinxOfnCF75AKpVi06ZNGEZl5fu73/0uwWCQTZs2kc1mOXDgAHDmw02vGC9cuJCGhgaGh4fFjCwWixEKhWTFVSnFZZddJvsSaYFbO4fr8MI6qtOSJUv42Mc+RmtrK0eOHOGTn/ykkB7tkP43f/M3MjG04BUKhSSyE/xiH6RkMimO5Tt37mTnzp0kEglZqQ6FQpw+fZpIJMKmTZtE+NF11T4/sVjsjJDO2lxMR3LbvHmzCJxaoxGLxdi3b58IaNpPQa9MB4NBnn32WY4cOcJ3vvMdotGomHLde++9EopXqYrGbWRkBK/Xy2c+8xlJ63K5xLdqYmJCblQdmUxrYwzDECEzm82K+ZpeIXe5XNx///1CmrQWIBwOs2jRIhGqddQ3rQHSgSk6OzsBxIxJa1q0yeDY2BgTExNEIhGampoYHh4WwVtrcDZv3gwg4ZO12Z9SimuvvVY0kdlsVnxccrkcfX19QuiUUhK6vVQqcccdd1BXV8dXvvIVcrmc+DT9t//238Qc7P777xcNnyYC2pTr8OHDtLW1CdFbuXIlSinxrzEMg7vvvpurrroKr9crpohaa6hNFZPJJIZh8Morr9Df3y9aR5/Ph9vtFrPJXbt24ff78fv99Pf3i3mW1v4sWLAAgNdee41gMEgqleKCCy7gox/9qLRZt6uxsVH2vdJzQBNgTVS1X4A5+psmWKVSicWLFzM4OCiLFHo/KoDjx4/LfNVj/8orr5DP5+nq6pIFEfPeTzpk/kc+8hGJdjczM8Phw4el3q+++iqxWIyRkREJNJLJZIQgLViwgLa2NtLpNHv27KFcLgtJ02HmtZ/TqlWrmJmZoa+vj7a2Nk6dOkW5XGbr1q2Uy2XRXur7xLy4YBZEdRTEQCBAU1OTmNs6AQ9qQ0c/fOyxxwCYmpoiFAqxfv36M9KZBQyzoKY32gaEDMOZZmFw5rvQHH2wWppa5dYSNsy/7ciUXhCxrrzWImFWWMu3E4r0MX0/WQUy/Wyxwo6sm4Vkc9vsBKhqhMeOyNmRxmoE0NoP1a6HM4M8WAmcNa1dW/W3eQ8pu/qYF4hqkURrvnZttquX+dlRbT7bkSO79lVbGNDQwZ2q1a3anKtGiu1Iozm9HXGtltd8JMmuvXbtrCbwV7t/qs0d83/rM6EaSTKnseZhvXa+sTN/6/Kr1dMOds+C10OA3vTkRwc8sA6GUpWV9WXLlvH2t7+ddDpNMpkkk8nwP/7H/2D58uWkUik+8IEP8LOf/UyinN100000NTXR0NDAxMSEmMJ88pOf5PHHH6dUKnHVVVeJz8XQ0BDJZJLh4WHy+byYnO3Zs4fp6WkxP/P7/dx3330Eg0G6u7tlLw/tyK+dvKPRKG9/+9tpampiYGCAeDzOyMgI//zP/yw+DmNjY3i9Xnp7ewmFQqKZSSaT+Hw+IQd1dXVnmAAmEglZPb7wwgvp6OiQqGtTU1NccsklJJNJ8UHZs2cPnZ2dor1RSokfTDqd5jOf+Yz4AGzcuJFyucwNN9xALBYToV4Tu/e///2cOHFCNnL96le/Ks7wuswXXniB559/Xsya2tvbZeVcBzno7u5m6dKlhMNhGhsbRaujiaiZ8DQ3N2MYhgifPp/vjNDgZn8Mv9/P6OgohUKBtWvXipmU1g54vV7xkcrn80xNTVFfX8/Ro0c5evQoHo8Hr9dLV1eXbNC6d+9eIT6GUYmytnHjRhKJBOl0mo9+9KMSYU2bJpVKJfGR2bt3r/Sfx+NhdHSUr3/962SzWTweD319fTzxxBNCxK+55hpWrVpFJBLB7/fz+c9/HpfLRTQa5X3vex8ej4ef/OQn1NXV0dbWBsD111+P1+ulo6ODtrY2/H6/9LnL5aK+vl5MzE6dOsWBAwfw+/3iD6NJI8BNN90kTvDmPX1CoRBdXV0SBdHlcrF69WoOHDggD6hisci9994rc1LvfTU1NSWCo1JKzMP0dZs2bRItlWEYPPfccxIRTgtEMzMzog3U+ydNTk7y2muvnRGxbnx8HJfLxalTp4Bf7CsUj8eFVLvdbkZHR2Xvrkwmw/T0tKxMARLoA5Cx1BowXS8dcXDHjh3i46aDdoRCIerr61m6dCm/8zu/w+jo6BnPCL3J6tDQED09PcTjcRobGykUCoTDYYrFIsuXL2d4eJje3l48Hg8nT57kuuuu45VXXqG5uZmZmRnpR4/HI36LSinZaFVvLGwYhsyX+vp6XC4XAwMDcv/orQAcVIc2XdTvqZUrV/J//s//4ZFHHgHszWvMx3RIeUAIuR2ZMa+Qms3eagk+dnmYhTerAFiN9Jjzs5qV1RI8rAKN3YpzNSKh0+tnv/mY/raavVnzNV9jrYtVU6C/7dpi7adqAprdWNjVrZqArK+3LjjYjaWdQGlNbxZszeXrdpqd06uVZ9eX5uPWtOZyzISn2hyzklW7vrUK2dY6VcvLfN6ufLt226WpRV5qkRu78bEj0bXu2Vrzcb75ak1rdz/amVia+6vac8Faf2v51rlgLqPavD2bOlcjia8Hb3ryA/YDYhgG3/jGN3C5XAwNDfHSSy/Jqu6nPvUpJicn8Xq9PPDAA1x22WWMj49zzTXXcOedd1Iul3nxxRdpbm4mk8kQj8f5xje+waJFi8jlcvz0pz+lpaUFn89HLBZjYmLi/7H35tFxFNca+NezaPYZaaSRZFmrLXmRF2yMjeMVHAN2SICYJSzm5eGQAC95gSTghIRAEkKIgRCyvJhnNucAARMIYTerDdhg4wXH8iZrl6xltIxmNNLsM/37Y7iXUtE9Ji+/X07yO9Q5OpJmuqurqqu7vq/uvd9FR0cHGhoa2PoyefJkpNNpDlAeGRnB2rVrEYlE0NbWxjl3FixYwKpbqppNPPrWW28hGAyyEpPBYMBjjz2GRCKBV199lRM7rl27FgaDgZWaSDHu8OHDKCsr45wzra2trGxGAdFbtmxhf3+KcwgGgwiFQli+fDlsNhsWL16Mnp4e5Ofns6sNKaIlk0n8/ve/h9lsxmmnnYbf/e53iMVi+NGPfgQAKCoqgslkQm1tLZLJJBobG+FyudDW1oaRkRHcd999cDqdrGZF8Ubf//73MTg4CJvNxgHv8XicxRsqKys5x9INN9yASCSC3t5eDqRXVRXl5eUAsi46FJRNMt8kTDE6OsqJMMk9sLi4GABYHphiWRwOB4topFIpeL1etg7Mnj2b73lZWRkD2FAohDlz5nDOnUQiwZLLJSUlyM/Px8MPP4yRkRGO/SI3OLKCXHTRRWwxyGQyKCwsZKECItQU00PWKEpSCoABqclkwiuvvIJ0Oo1FixYhGo1yDMGCBQtgMplYdhvIxmRREH5vby8MBgOqq6sxadIkVFRUIJFIcE4jiu1SFAVf//rXcfjwYbjdboyNjfH3FOOSTCZZCCQWi43LKxQOh3HttddCVbNxUP39/QA+3uWm9pOVk6yIAJg89PT04JFHHuH7DGRfeDabDV1dXeOAvqqqnCzX7/dz/hsqsVgM1dXVMJvNeP/992G1Wpk4ezweTJ8+ncUwamtrYbVaOdFxLBbDypUrYTabUVVVxQlUyYWT3kkA0NDQwHl/6P5GIhE4HA50dnbi0UcfZZXATCab9JWETUhtLhQKYcqUKSwIAgCjo6MIhUIIBoMce3jVVVfhS1/6Evx+PyZMmACDwYBzzjmHj6eYQJrf9C5NJpPs+khun2eeeSYGBgb4mSErw2dFv0yfPp3/vueeezB16lTceOONvFEgFhEUAuDnlcCoCHzFBV8EdmKuMUDfpUQGSSKBEgGafH4uQCUqrOkBEhmgatVNlmW969AcFZ93uZA1W+6jVpvE+kXgLx9HY6R3vljksdMCd7mAtlaf5frptxaI1DpGrFOM+ZHbqSjKuHugNb65xkCPiJ3seK0xk/unNR5aYFxsA+GAk5HCXPNCi2SL/+d6ZugzmXBqESrxnmnNH/E8uU9aBFqeb1rjpdVfrX5qvTe07oPc3lykhOoR3Tn1zpGvIbdRvge5SJFe+bcgP4A2swaAb37zm3jiiSdQXV0Np9MJAHjsscdYAerZZ58FkH3JXnzxxZyItK6uDul0Gi0tLWwdmDlzJlKpFDZs2MB5bSgo2+12Y/r06ezWQ3lOfD4fjEYjvF4vrrzySiiKwopj0WgUb731FgNysnAEAgEcPnyYldKmTJmCq6++mkkZBWv39vYywCQ55J6eHnZJInewUCiE4eFhVharrKzEz372M8yePZtljcl1zWw247e//S0URWGBBQrGJ3cdRVHYhUpRFDz++OO8Y71p0yYMDw+zm1dnZyfy8vLwxhtvoLi4GC0tLbBYLNi2bRsymQyCwSDy8/MZeFZVVQEAagTpbXLzikQi8Pv97GJGqm1kUUilUkxq+vr6UFZWxi464mJOD1dBQQE8Hg/Ky8vHxU5NmjSJ+0rWjcLCQrS2tkJVVZbFpsVx8uTJSKVSaGlpYZe7TCaD2bNno66ujglAeXk5TjnlFLaUbNu2jUUNFEXheJXi4mIoSlaAQsyx0tDQwGSRFOq6urp4Id6+fTvHbqRSKbz99tsAshLo3/3udwEAR44cYRnpTCaDw4cPs0pdT08PjyFZT1555RUEAgE4HA709/ezBS0YDMJms/G8A4Bvfetb7CpXU1MDh8OBUCgEr9fLcTIkWV1XV8fPYyKRwNDQEAYGBlBYWMgy5URUAoEApk6dCqfTCZPJhJGREbhcLpjNZjz77LMcF+V2u5ko0+44xalR3h2SsLbZbOju7mZyS4Q4kUggkUhwEtdEIoFLLrkEjY2NKCsrY2JL1hmLxcLxeOXl5Sz+QSQhHA6PyzVF94aI1Msvv4x0Oo3CwkKWgKdzHQ4HTjvtNCQSCZbKJgsNvdyDwSCCwSD6+/uhKArHTUUiEdTX1yORSCA/Px81NTW8ELjdbn4mdu/eDZvNhqGhIY4dozbk5+fzmA0MDCAej8PlcrGIRH5+PoaGhnLGZXxWsiUej+PYsWNQFAVVVVUIh8OcMHZgYAAtLS2fcO0QAY/L5eJFXHR7o6K1wy3KY+cCCjI40Ut6KR8rt1EEUblAoXx9uchkLhcQpSK7tol1kAVYbKc4Z7XApF7/TlZkEKk3Dlq71lp9k0G/3k56rnsrt1++F1pS4GKR74EeoBavnwtsyseKY6Fn4cl1jt5nMpmgz+WUBDKQ1yNXJyN+8n3JReTka2sRHblNevdPPEb8rffsy/dGJi9646j3HGj1WavI81Jur1Y75fmrdd+1nle98/6e8i9PfkikgIrWjdyxYwfvcMbjcTz33HOwWCwoKirCBRdcgD/+8Y9IpVJ4+umnsX79ejgcDjzzzDNoaGjAddddByD7wOzevRsFBQVYv349vF4vXC4X75IC2WSpJJ9MYEV0SXn22WdRUFCAsrIyFBQUoKioCD6fjxc2Am319fXo7e3lPEUWiwXz58+HoiiYN28eGhoa4HA4cPvtt/MuIFlA+vr6UFpaysIJ0WgUp59+OrsRWSwWVFZWYsmSJTh+/DiMRiNbCk6cOAGr1YqpU6ciFovhgw8+YKlvsryQupzBYOCEfU1NTZg9ezYsFguefvppWK1WBk5dXV2wWCw466yz4PV6sWbNGlgsFgZpdK/mzJmDd999F9/4xjdgMBjQ3t4+ble9v78fRqMRjY2N7Cp4ySWXwGq1cjA9gTRR9jsej7MLFwE/SjDb39+PSCSCQCDALl6KomD58uUMfKle6nt/fz+CwSBbzObPn8/xIxUVFfygkdwxyQZbLBb09fXhwIEDnKBzxYoVLFlsMpmYXFPunu3bt48jsStXrsTTTz/NlixVVVFXV8fg22w2Y2RkBIFAANFolPMPeTwezJ49G/F4HO3t7fB4PAx+J06ciFgsxu1UVRX5+fkcYD9t2jROkOlwOGCz2fhZIwBPY7tmzRoWUSCQ73a7OW6KiLTJZMLx48f5uSJluw8++ADNzc1wOp0IhUIIh8NwOBwYGRmB2Wxm19XR0VEsWLAAmUwG5557LkwmE0ZHR1FaWoqXXnqJ20SuQWazmV3ayEIajUYxODjIMXeKorBkNhElcnN7/vnnsXLlSn4+U6kUXnjhBZ4THR0drJamKNmd0rfffhuqmnUXozgZcYOD/OzPPvtsqKqKgwcPwmQy4fDhwyxrPjAwgOHhYUSjUX5HRCIRVoejRKMlJSXo7u6G0WjEww8/DCArxU+AenBwEGazGc3NzdizZw/HDIm716FQiN+Zf/3rX/n+qarKCZ4pNs7tduPDDz/kTReKVfys6Jf29nasX78eAHDZZZfhpz/9KVQ1a30sLi7GjBkzPrFuiWNKFlP6nNxQaL3Tiv8QrXdiOdlnIhARP8/1WwZaYrJiETzrgUDxt1xkMCOPk9h/LZAnjpVYp9Y1ZGCqBcj0QLrcRqpT7L/WuGsVrbrkc/SIpnyOHsil70SSLI4N/dZyG9QjO1SnFmHS65MWUNUjhfIYad2bXGPqcDg+0RZxjPSur0W+crU1F9EBtBX06LxP02/xt0wg5O+02qXVzlzPhx4xEoma3phpEZJchIZiY+Vra7VFi2iKx+nNs09T/uXJD6DNhOWyZs0ajIyMoLKyErW1tTCZTBgcHMTatWvxH//xH0ilUnjwwQdxww03sCvPpEmTsG3bNvT398NkMuHAgQNQFAUXX3wxrFYrEokE/H4/IpEI+vv78cYbbyCVSnGQ98jICFskBgYGsHHjRqTTaZw4cYJdzSjbfSQS4fwv7e3t8Hq9ALI7u62trTh48CAD87KyMgwPD+PCCy/kAGx62ZBLELnpkJWAlNgMBgNee+01PP/887wTT+pPpPJUUlICi8WC2bNnQ1GyMQDk4kMAu7W1FevWrQMAzJ07l2Wlv/e97wHIqksZDAbelTeZTPB4PBzf88EHH8Bms+GNN97A0NAQotEozj//fMyfP58X+ZGREVRVVSGVSqG4uJiTpNIO9RlnnAEAvNgSoIzH46xgRtYssm6IktYUdxGNRtl1EACeeeaZcbEsQNZ6Eo1GOV6Dztm3bx+qq6thtVrR29s7jojt37+f892oqsqWKooDW7t2LWKxGKxWK8bGxrBv3z4G7JFIBNXV1TAajSgsLISiZMUeLr74YgDgHD9z587lWC+j0Yja2lr4fL5xwIcEN1wuF1v7iCSedtppiMfjCAQCWLFiBb88CNBOmDCBhQdUVWX3tYqKCnYXoxd5bW0t5yhSVZVdDDo7Ozn2hwhGMBhEc3Mz34cJEyZg2rRpnGMnkUjAaDRiZGQERUVFSKVS3AZ6LhOJBMrKyliw4MiRIzh8+PA4600mk8HBgwfh9Xp5h9NsNsPlcuGUU05hYYR0Oo1wOAyDwcCkyGKxMBF566234HA44PP5YDKZWPCCNhkoDofuc3V11mXuvffeYwEQstoQ4YpEIizEQPmgRJGJ0tJSBINBVpKjOUzS3rW1tXC5XOjr64PH42ECnclkpcW9Xi+7Lx45cgRr167l2CISM1i7di0UJStwQfP/61//OhRFYUuVwWDguZlMJjEyMoLTTz+dQdFnYgcnL6Ojo7jooouwf/9+7NixA1/84hcBAKtWrcLo6ChmzZrF71+ZfABZ8RN6zoiAU5EXefpNFlm56O3o0neiqpzWufJ1tL4T40RORm7EIp6T61p0LP2Ql4AWSBXFF6jk6qNeX+W+icdptUn8TDxWJiMnA2haYA/4ZBC4Vlu02ibXI7oFyvWoqna8h1bRG1+tsZDHSO+7T0M0tNqmBbjFvuYie3pjoddu+RjxWC1sKs8rvfurNZfE4/Sez5N9louA6BFKrSI/13rzUOsadIwWYdKL0ctVjxah/TREMlf5tyA/VHINgsFgwJ133olrrrkGF110EQe5P/7445g7dy4URcHXvvY1/OY3v8Ho6CguvfRSuFwuHDt2jHO+rF69GmNjY5w/hdyOhoeH4fP5OIYhk8lmmxddSBwOBy655BIMDg7ixIkTiEajbC2IxWLw+Xycg2Z4eBjTpk3D/v37YTKZ0NnZicbGRgSDQWzfvp1Vl9atW8exQmIejlAoxNnc4/E43nvvPZbCTqfTqK2txc9//nMUFBRwtvj6+npUVFQgHA4zgP3www8BgEkMkT1SenrkkUeQl5eHWCyGhQsXIhKJ4IYbbuAF3OPxwOl0MjAMhUI4evQoA2ZyoXK73XC73ejo6MBPf/pTpNNpdsey2WyIxWKIRCJ8XiKRQDqdxj333INoNMqAOZ1OY+LEiSgpKWFCRzl9KHeKqqoMLsmNp6SkBJlMhvOa3HTTTYhEIrygkqvTxRdfDJ/PByCrOub3+xEKhVj8Yvr06awmE4lEMG/ePJYwNhgMnINn+fLlMBqNLIBBeWFIUINciyg2JRgMjvODjUQiyMvLQ35+Pl544QXk5eUxqWxtbWXrSiAQYLDf19eHcDiM7u5uRCIRjpEiyx7dX0VRMDIygmPHjiGZTLLc9PTp06GqKscVkdVQBBZnn302ux3a7XZuK8U+iQu9x+PBeeedB0VRWJY9mUyioKAAiUQCpaWl8Hg8sFgsKCsrY/CfSqUQCoVQVlYGq9XKcXY2mw319fW47bbbWBACyALzSZMmsYgHkROXy4X6+nr+H/g4boUW+9mzZyOVSuHHP/4xampq4Pf7sWfPHng8HixevJhB0IEDB+DxeJi0KYqCqVOnQlVVLFq0CIqisCWRxooENT744AMmNwaDAXV1dbBarey6RvVEo1G+b9XV1fB4PLDb7QiFQigoKED1R5aZ+vp6ts4eOnSIY/w8Hg8OHz7MVmFKUlpaWopYLIaSkhKeu++//z6Pl6JkLVlkLQyHwzAajWhvb2cBBkqC/FnJXYaHhzF37lzccsstuPnmm6EoWbfSWCyGxsZGnH766QDAYhriwh0KhTiGT5ZoB8aDDbLoiYRABtj0uRY4EMU75HO0AKsWuCJXM6pPPF7rPC0CQHNPBGTi+i62UUvCmM4RY1roXK08P3If5P6K46ZFnuRxFo/VGms9EC2PtYhrxGvqEThZ4lxuk/wdydiLYFu8Hr1LqR0i6dIiEVp9keeTHpHRIoRa46U1B+SxE9tHv8mFX64vF6EQx0NrjuqRFK120P/kZaH1LOqREz1yJs5pvTkj1qdVt17bZZKWa+zk/+Vxy3W++JnWWGiNodYc0Wq3XjtPVv4tyI+e0pDYWZpsqqriggsuwPr167F3716oqooDBw7wQ0EvA7LGLFiwgHd7CwsLuV5KNEjxKIWFhZg1axb73re1tcHj8aChoQFA1id58uTJcLlc7EpkMBhw9OhRdjsrKChAMBjEzJkzUV5ejlNPPRUTJkzA5MmT8bOf/QxWqxV1dXVsvbj77rsZ0JnNZpSWlsLlcmHKlCkYHBxkFSqS+qWd6mAwiF/84hdslaKA89mzZ3MiWAJQqqpyTBOROXFixmIxLFq0CBdffDHsdjurvpFKGREWVVU5psPr9WLVqlUsaEBqVAUFBXjkkUfYrWnatGl4+eWXOf7CYDAwiAaAp59+mhNDUhxOZWUl+vv7kclkMG3aNLbsiAtWJpNBKpXi+yqOg9FoxJ49e1BUVMTELhaL4dRTT0VjYyNbCog0+nw+jI6OYmxsjKXCgazlRFVVFBUVMTCk+DC/388EWVVVmEwmDA8PY/v27fB6veju7kYmk4HP52Op9v7+fuzevRtPP/00E4H+/n587nOfw/DwMFsAjUYji12Qy1kwGMR3vvMduN1ultOmsbjrrrvYWtjc3MwS7OQ2SFLN3d3dHItCEs40TxKJBP7nf/4HF1xwAWbMmIF0Os1un1arFX6/H8XFxePk3AOBAJNsco8rLi5mi83Y2Bh6e3thNBrR0tKCAwcOYHBwkK00brcbBoNh3GLW0NCA1atXf+L5DwQCGBgY4MXBaDRicHAQgUCA55LJZOL5SrFFvb29yGQy+MUvfoHBwUH09PSwZHRPTw+DmlNPPZWtQSREQZbP1tZWtowQQVdVldXbFixYwOPU3t4Ov9/P5L60tJTnFlmJiQQXFhZibGwMFRUVGBgYQG9vL1RVRVtbG8xmMyZPnozCwkJMmjQJkUgEVVVVqKmp4TEj4rp9+3ZYLBYcPHiQXUTnzJnDOdHonblnzx5+F1CcHLnuEmn6rOQuu3fvxsaNG7F371788pe/BJAlv2eddRZ+8IMf8DwpKChAVVUVfvKTnzDJKSsr47kqWrllsCcu7rQBoQfgRVAiAgvaHZcBtx5gEo+jeSC7vemBb6qbivy3nlVRPleUZZeLLNlOfdQqIoiWgatYRAKgNR65SIF8jNY4aPVV6xgZCOoBP637SJ+LrsxaRdy0UVWVXce05gPVL7s66gFgLaKoNa+0yK34v1b/tEij1Wodp5Qoj49WX7SOk8dUvLbW+ItFiyxo9UvrM/lei/WIGFdrfsnP9Mnmqzync7VJ7q/W/RHHR4+cyfdL7JtchxbhlAlSLmJ6svJvsaKRiw8VvRe++LeqZmOBgKzc75YtW/gYq9XK+Ua2bt2KiRMnwuVyoaenh2N6KO6luLgYHo8HY2NjePXVV1FUVASDwcAB/NOnT+cgcgK9FLMxPDyMRYsWIZ1OIxgMspuO0+lkNwev1wuLxQKXywWXy4Xm5mZO3rlr1y4G75lMht3s/H4/3n//fXaHq6ysZMliVVVRX1+PO++8kxWELBYLuru70dnZCYPBgIqKCphMJpa8JesXAUfqP5BN8rlu3Trcf//9SKfT6OzsRFFREWw2G/r7+zlxPMaCvQAAIABJREFUZn5+PkvzZjIZ7Ny5kwPbh4eH0dbWxkS0pKQEiUQCHR0dCAaDbHmjIPDFixcjk8lg8+bNsNlsiMfjnOeI1M9IVphc/ux2O4M5Uq+iMRseHmY3RKPRyNYRAOyy19TUhOPHj0NVVRaZKC4uZqEIygUUiUQ4PxAAtLS0sKDF4OAgwuEwu0eREqCqqjxOlMhVFBJQFAU+nw/33XcfbrzxRm633W7Hjh07GLTG43HE43E0NjbCYrHgpZdeApAlXSR2sXbtWh5Hu92OL37xixgeHkZpaSmGhoZYIMDj8bDlzGKxoLOzk++ByWRi6V2SkP6v//ov3HTTTaitrWXxCHL12rNnD/r6+mA2m1nRLh6Po7m5GaqatWrQnCVVsd7eXibd6XSaST8pjlHeoM9//vNIJpMIh8OYPn06z3MATCIKCwvHkRyytlG8IOXA8ng849x1jh49yhsAlZWVKCgoQGtrK+drMpvNSKfTWLBgARMTcocNBoNQFAVFRUUwm82IxWIc60Mv8kwmw3FhqVQKZWVl6O3tRSgUYve2YDAIp9OJSCQCp9PJrmiNjY0AsnLUVVVVaGpqgqqqfJ8PHTqEqqoqTlTa1NSE7373u2hsbERBQQEDQAq6F+O8Dh48iNHRUSbAAPClL32Jn4dAIIC2tjYEAgGW99cDk5+VbPH5fHjvvfdw7733Yvr06Vi1ahVUNZtj7rLLLkNeXh7efvttpFIpVFRU8KaZzWZjqze50wKfBBxaMSgUy0b/y8BJrEcGFmKRwaVeEeuSpbg/zW6sDFLoGdECdFrH6xEs2nwThUJE8KR1ntw+GQzLGEM8n44RN9u0QKR8nlZ/ZGCcC4TqfSbfB7kO0UpHn8m/RVApkiGtfpBXh3hNrbroO5lIimNHn+ttrmhhOy1QT5/ZbLZxbctFnMTx0PqRj9MbExn864FxuS96z5zeHBW/0xp3LcIqkwV5vOQxkK+h1Uc9Yif3T2s8VHW8pVR+PuW2yv2SYx/ldud6f8nlX578zJs3T/OB0nqAFUXBnj17+Fz6bsuWLfD7/QCyA0RgwOfzYfr06RgYGEA0GsWRI0fGPbCxWAy9vb0Ih8Pwer28Y0ov7FgshuPHj8PtdsPpdKKxsREGg4FJCiUgJMla2hlua2vjBIvt7e2IRqO4+uqrEY1Gcfz4cezZswdutxuXX345otEoB3B7vV6Ew2H4/X4GdOSCRXlhVDXrRnXfffcx2LFarZg7dy7a29sRiUQ4Tsfv90NRFCY6ohsZ7bgbDAYsWrSIXTU2bdo0Tihg4sSJDHQBYNeuXRgbG8PMmTM5MN5gMKC2thZA1mLS2dmJlpYWdHR04LbbbmOrjMFgwLx589DZ2QmLxYJ169YxkB0cHEQoFEJnZycmTJiAoaEh3gUPhUJMbujhIJEIArCiutc777zDgFO0FlDSSHJHo9gLEqUIBAIsfkDAg3YdaeGNRCIssUw78Ol0Gj6fD3/6058wNjbGyWcpvw/FbX3zm9/Eyy+/jEgkAo/Hw9Yjp9PJO/KUVBUAFi9eDKPRiHA4jKeeegojIyN4/fXX+domkwn79+/H2NgYSktLkZ+fz5ZMyk/U0dHB6m2BQAB2u50l1WlX1mw2Y926dXjiiSewc+dOGAwGlJeXs6sWycJbrVYG3pS0lcbWYrHg1FNP5SSqlFuor68PVVVV8Pl8HD9lsViYXND9o/ltt9t5MTcYskmE/X4/K7Hl5eUhkUiM2+2cMGECP68kjU6WQXJZHRsbg6pm3fVk6dw33niD3dToxU1xXj09PQCyBIveL0QUDAYDKxImEgl0dXXB6/XC7XbD5XJxviEipSSJnUqlWBkuFothYGAAkydPZgJnsVhw5plnsruk0WhkZTZKPhsKhWA2m7FkyRLEYjEUFBSwFZksiCTHnUgk4PV6WXYdAOfYSiaTbFn9rOiXyspKvPLKK/jDH/4ARVHwm9/8BitWrMCXv/xlHD9+HOFwGK+88grcbjcOHDiA4uJifP/738eyZcvYzfInP/kJACAcDiMWi+lu8NG9oHiyT7NbKn4nujmdjBjIoJbec7TRRu93GRxpgXS5/cDHLqhaJE08np4vrfbRRpZ4ruymqUVu9AiXfLwI2OT6ZOAu3wuxv7meoZOB6k97jtgGOkZLal1sH20u0zl0j/Xmhvi93Aat+SeSEcJOMpmX69MjvrnIrKIovFGcCxCLdWuR1lzgXz5H65nLRTD0iJF8XT1iJNenVb/WOX/P+1uPMOk9J3Jbxe8+jfupfD/0SJhWH2Si9PeUf3nyA2g/UPS5XObPn/+JmyQP4muvvYaRkRE0Njaivr6eE/qdffbZCIfDAD72g3W5XFAUhZOL9vf3sywwkLUi9fT0IBKJ4MMPP8TY2BiDY6fTiR07djB5GhgYgN1ux9jYGNra2tDe3o5wOIzq6myOFYoJmDZtGkwmE8455xyYzWYMDw8zSUmlUgzmRkdHOZ6D3HYMBgPv4tPuPREiAqmtra0AsiIRJSUlMJvN43zQbTYbgyCz2YxbbrkFVVVVMBqN7B5ntVpZ9U1VVVRXV8NkMnHCyh/96EdIpVKYNGkSCgoKcOzYMfh8Pvzwhz/E3LlzsWzZMsRiMTzzzDNIp9MslTwwMICjR4/CaDRi3bp1HHND16Mg+ZKSEqhq1spDO+9ivhICuEQaI5EIA8vrrruO41aIxPX398Pj8bA4g7gzT3FdZL2jRJwA+GVLc4XIjNVqRUtLC2KxGFQ160Z5xRVXsLIcWbvI+jM0NISlS5dyDiMi67QrnEwmee7V1NRAVVV0dHRAUbIS2pTUds+ePWwhi8ViqPlIkrqiogIlJSUMsFU1694QDocRCoVQU1PDroyJRAI9PT0ctB+LxfDII4+goKAAJ06cQCKRYJGQeDyOZcuWcfA+PWMulwunnXYaPzs2mw2jo6Pc5ylTpsDpdMJoNHIuJhKcIDKfyWSwYcMGuFwuWCwWlJeX469//SsAcPJeABgYGGBVPbLA2O12jrGjZ5ruW3t7+7h4vNtuuw21tbUoLCyE3++Hw+FAfX09k+Vjx45xTBc9E9XV1QCyO/6ZTIbj6+jZj8fjMBqNOOuss5goWa1WTJ8+na2sU6dOhclkgsFgYEIoupgR+TYYDOzS1tfXB4PBgP3796OyshKRSIQtebfccgtKS0vR2toKj8cDVVXZGlpQUMCbJeQiSASHlOJUNSt4YTKZ4Pf72fVTJJyfFf2iKNm4OJI137ZtG5YsWYKvfe1rAIAFCxZg4cKF6Ovrw/bt21kBLi8vDw8//DCuu+46hEIhTJ48edx7RQY19LcesJBBvvy5FrDVIwMykKY1QnZfkq8lf64HKPXGUd7tFQmbfBwVrdxDWnWLRc6nJBIaLeyg1V9aY/XAqFy0yJE89uL9lfspEzOta8tkRm8MtICjlpCG2C69cZH7LdctjqtMQsV25SJ1udqlqh+nG5DbIrdJazz0SJEeiRF/kyWUfuRnV6vdMqHK9dyp6ieFKU5GurRIhRahEe+LPCby3ycrWmMlfqcoH1uN9cZGqz96RCzX++Bk5d+C/IgTRRy0888/X3PSaE0KcaLu2LED1113HVpbW9l9ipIg0o4WBZ2TO5XNZsPhw4cZ4JLrVXFxMfLz8+F0Olk2u66ujt3eKI6Cdv8NhmwSR5/Ph0WLFiE/Px/Nzc0466yzYLPZcM4558Dn80FVVfzlL3+BxWJhV7z+/v5xOYeA7Au/ubkZiUQCM2bMYFBXU1ODKVOmsDWE1MusVivveL/22mvo6+tjwmAymXhiFhQUQFWzOzQvvfQSXn/9ddjtdvzud79DOBzmeIo9e/awFDHFTZnNZsyYMYMXLEXJWgJaW1vxzDPPIBgMoqurC0ePHkVzczMLGqiqiu7ubkyYMAGJRAK/+tWv2PJFO/k2m41jQ8iaROIT8mKUTCbhcDi4furf7t27Wf6aFpjy8nLO5UKqXCSXXlRUhFgsxoASANxuN1RVhd/vZxe7SCSCiRMnYnR0FGazGStWrGBrTSqVwk033cSqaA6HAx988AHHLDmdTrS3t2Pz5s2wWq0oLS1Fd3c3Lr30UhQVFSEcDrOKF8WmzZgxA3l5eejq6sKqVasQjUZx4403cmxTXl4eNmzYwNaRlpYWpFIpRCIRjIyMQFVVdifs7u6G1+tlCx8lfKWcUxs3bsSTTz6JyZMns0VTURQG6319fXC5XEilUshksrl2uru7eWHIZDKcZ4dAPiUM7erqQnt7O4uUkBS2qqo488wzeYebFAjJzYRe2DNmzGAJaVok4vE4Zs2axdZWAgDpdBqVlZWwWCwYGRmB0+nEc889x25mlNyUrJZ5eXlwOBxMYknNjaxA4XCYraskuEHvmUwmw66UDoeDXS4BsCqgwZCVPSfLJUl903vJZrMhLy8PJ06cgKqqOHbsGKLRKDo6OrBz507eDBkeHsYVV1zB7odk3Tt27BgsFgsnPE6lUli2bBlbDGnMKOaExBmmTp3KxP+zBKefrqiqikAggDPOOANlZWV49913MWvWLFZZ3LJlC/bu3YtHHnkEq1atwgsvvIDHHnsMmUw2Ee+MGTNQXV2Nnp4ezJgxgzdz5GvQ+ibG/MiAVAYv4g89C7lIixaAIkBO6yUVWfZYrFtuu/id3G65iOA5V8wPxUeJQeay9UL+nevaMhnQIyd0rl5CWvk4LeAtnyef+2mOF/ujdTzNE622Ax8rpNFntKmkB5RlsC/OC63ry7gNGC8FLZIFud969WmRB+qrVhyZ3rMhFi1CJn+vdz/lcdLamJDHR6sePTBPYyQ/Q3p90Pr80xCNT/tdruPpey1iTmOjR/TkMdQbM/r705AovfJvQX7EToqD89xzz407TuulL9+k8vJy/mzLli144IEHUFFRgVQqhb/85S+8S0xuTWQSbmlpQUlJCQwGA0ZHR1l1iUhAIpHAkiVLYDQacezYMbjdbhQWFqKqqgr5+fm8m0LAdMGCBVDVbELNwsJCnDhxAkDWKtXW1oZMJsNJLMkaQUTG7/fD6/XC6XTyAklgncZl5cqVDEQJIL7xxhsAPlYbqq2txaFDh1jFjnboxZ2fvLw8LF26lN1uSEGNxofiaUZGRlBbW8smdspa39TUhNHRUUydOhWnnXYaXnzxRSiKgiNHjmD9+vXo6+vjuKRQKIShoSG0trYiGo3i0UcfxcSJE/m+kyhCdXU1y42r6seSy0QwKYic7gslwzSbzbBarSgpKUFJSQlbeCge49ixY+xyZjab4fF40N/fz8p0iUSCgSDNE5p3ZLEYGhpCc3Mzu8cFAgEAwKFDh7B06VJ2ZzIYDPj85z/Pqmx2ux2LFy/Gueeey6C6uLgYjz32GKLRKLtsjY2NYceOHRwzFI/HEY1GsWrVKgDgODdyo/r2t7/NMTqHDh1itzkiUKWlpSgpKcGxY8c4rwu56lHfrFYrrr32Wnz961/noP9MJsOS008++STP32QyCUVRcOLECXZdM5lMCIfDcLvdfA+PHDnCyVXD4TAvWoqSFTBYsmQJgKwim91ux8jICLxeLx588EHk5eXBYDAwEQmFQqitrWW5diIqx48fh91uZ4GDgoICtm6ZTCacOHECmUwGL7zwAhP64uJiRCIRHDhwgC1HFFdD8V8Ud0VubWTZoU2EdDrNwhjXXHMNk81YLIampib+e9KkSTh+/Djy8/O5/7QBQG2keDN6TpYvXw4AOHjwILsdNjU1wel0wu12o6urC6effjrPeSK5AwMDvAGwb98+BhukpEeWRiALIru7u2EymdDf388bCZ8V/UIuxF6vF+3t7VBVFUuWLMFrr72Gu+++GwA4V9V9992HH/zgBzhy5AgGBgZw4sQJbN26FQ6HA5MmTcKdd96Jjo4OlJWVQVE+duWhtS0XCNJaA+lzrc9kgJULfInfy/E1chu06pdLJpPheSX2RyunFL1XcvVJBpzyteXz5TaL7RV37immSB4jOkeL/GldX26DDABzHad1fZHA5SJKuXLO5AKdev0QNw3pPK17Js5FOo5cguX5KysQyvdKnn96401u2+L34n0SP5PHQAbSeuOqRXJEoC7OH7ku+bfYX/lHvp44J8W2y8+8FvHINQ8B8BzPVbcWGZbrlM+R65PnkV6RyZ48FvL/em3KVf7lyc++ffs+cRPFySEO6MGDB3VvPN2YefPmjbtJr7/+Or773e/Cbreju7ubQT25rYyOjrILFIGnSCSC4eFhxGIxuFwujpF58sknGfyQ4lhBQQHnCSFrg81mQ01NDbZt28bKPo888giCwSDHYMRiMaxcuRLpdBper5fzp4yOjmJgYID7nEgk2FI0NjYGu93OxIpIVDQaxc6dOzF37lxWiCNhgVmzZgEAu+vQTvbRo0ehKNmYiylTpmDLli2IRCIckK8oCoqLi8cF6Xq9XoyMjHCMgNFoRFdXF8LhMHbv3o2enh4sXboUyWQSq1atQltbGxYsWMBglYDr8uXL4XQ6cckll7DvO92PeDzOu/m9vb28q0+A2O/3w2w2w+fzQVEUlsSmHECxWAyrV69GR0cHx+RQHp4FCxYwuCXRgZKSEpZKnzp1Ktra2sYlby0tLeXrAGCJZqvVyrEciqKgtrYWr776KtLpNOLxOGKxGFpaWtjiNjg4CJvNhi996UsMeIHsTlYmk0F1dTWmTZsGo9GISZMmIZVKjVPteueddxCJRLBv3z5Eo1GOqaE8U+FwmOf+8PAwS2CHw2FEIhHk5+djdHQUXV1dnCeH3MgURcEtt9yCZcuWweVysbogkbbS0lLMnj0bADjZZ21tLY8jtYNIs7j74/F4MHXqVBZ06Ovrg8PhQEtLCxRFweHDh5HJZNj9dN68eZ/IgeL1enH66aePy6NDLluZTDYBbiKR4E0CcmcjAnnuueeiqKgI0WgUnZ2dsNvtmDBhAs9zitMRX7AVFRVIJBKcpHRkZGTcZgMdGwwG2VJGktXUzkOHDuHb3/42S7GTC1xNTQ36+/vR2tqK0tLScXLjXV1dyMvLwymnnIKZM2fyBsq+ffuQTCZRW1uLDz74gDcwOjs7EQ6HMXPmTLYuhcNhKIrCQhGJRIITNScSCQQCAXb/SyaT6Onp0QQ3n5WPy4kTJ9DX1wdVVfHnP/+Z15wNGzZg2bJlUFWV3TdHRkbQ2dmJQ4cOYcmSJZg2bRp27NiBhx56CP/93/+NhoYG3kCYNm0aJk+ejEQiwQSA5hZZRwHt3WoZwNDfolACHacFtoBPgnQiPWRtAbRBTC7QIoI9OQGn/PwQqaG4HrkO2nSgYwkwyZYFrfZpASUZLNI15N1q+k4mXXp16o1HrrZpxRmJbZLHQiZDdLyomKnVB7L00P9a8TjydcU4L60xkdtLf9P8EYGtVl9yjZEWwKZjtaSutUiFFo6Uizz2Ws+ISEy0SJvW2OQ6Rg+865FSrfrlz2RM/H/pqyxwIdet1S4tIieSwlzy9VrYXbymfEyusdMr//LkB/ik6V2vEADTKnTe888//4mHTVWz8RMVFRVsXlfVbEzNjBkzYDBkJa8rKirYBcdoNCIWi7E7mc1mw6uvvgqj0cgyyORCEggEUFhYyC50zc3NnLiQdvknTJjALjlkNVi6dCmrUVFiUsrZQQlFM5kMbDYbrFYr58RxOp348Y9/PG6SOJ1OVFVV8e6v1WrFI488ggkTJsDtdo8TZIjFYqivrweQ3anZt28fVq5cyQH44XCYd68nTpzIstPUHgKBBODdbjfmzJmDpqYmfP/73wcAtLW1wel0YunSpTyWZrMZZrMZO3fuRDqdxurVqxGJRPhB8Xg8GBgYYFBNwM1msyEcDrNVhvpC1jGyQCSTSdhsNhQXFwMAiouLxxGqtrY2XtSj0ShcLhdCoRDnmonH47xY0+IqWoNIRZBc6ACwsp3NZkNtbS3y8/MRDAbZbYoWbrvdjnvvvRcPPfQQS0lbLBasXr2aBQC8Xi/S6TSqqqoQj8dZntpqteL222+HoihYunQpzxNVVfH5z38eqpp1l1q2bBm/cI4cOcKgPJFIYOrUqWwVy8vLY5dFsgLdcccd+PWvf82WJppLoVAI8+bNY/BPxL+vrw/Tp0/ne+dyuVgKHQC7VY6MjPC8KisrQyaTweTJk1lIoKOjg5Pe+nw+XHjhhUymKB7G6/XixRdf5EWV3DzJikl1UfwUxUNNmTIFJpMJF154Idra2pjwAMCUKVO4/qamJuTl5Y2Lm6HYLLIqUd4mikGj+5ufn89zcmxsDG63m91pS0pKcO+996K/vx9Go5EJqdPphMfjQXV1Ncf01NfXs5BFKpXCGWecAZPJBEVRUFJSgpkzZ6KjowNut5vfDYqicLJNAisUV0jvBUXJWhbIUmSxWOD1ejF//nzOlzRhwgTd9+pn5eNy6aWXoqqqiteU8847Dz6fD6+++iqArOpoKBTiWC8AWLRoEWbMmIHi4mLU1dXhxz/+MbZv3453330XixcvxsSJExGJRLB48WL2WpBBtwhOgE9aB+gYKlq70nSMDHq0wHKuc7QAmBaAp79zJTykQoI1cl10beoPPfviGMigSQ+Uin/L5EmvvzIRkOvQA5l6oFUPgMrfy22QAa5cxMS6cju0QKUWqRC/E92IqZ6TxZ/RcaJYjUym6HgtMinWkQvkj42NacZxyeMkj4Pe+J6M3OnNbdkyRkWPWMpjLY8bjbEe0RDr0mq7VrvF9ovzXSYedM9z1S3+LbZdS9VPj0yLRb7Hes+H/Iz8PeX/TH4URalQFGWboihHFEU5rCjK9R99/hNFUboVRTnw0c8XhHNuVhSlWVGURkVRzvm019J6idHnWg9trgkqTiahXXjooYewadMmBtUE4D/88EMUFhZyzAdNktHRUVaMI7/48847D0VFRRgeHuY4k2g0yg86EQen04kPP/wQZ511Fsc8UGA3gXSDwYCbb74ZVquVc54MDAzAZrMxGKEdm4kTJ7L7XDgcRjgcxo4dO1BRUcF9aWxs5HiA1tZWhMNh5OXloaenB0NDQ7Db7eNcvsR8O6FQCKeccgpMJhO++MUvIplMwu12IxgMsuWhr68Pfr8f06dPh9frRX9/P2w2GxO8vLw8tLS04Fe/+hVGR0c5TumOO+5gBb14PI6CggKUlpYinU7jD3/4A0wmE+/Wk5UtkUigu7sb1dXVLGpAFgUClrTDajAYMHHiRNjtdk5C+vDDD6OgoACpVIrdLoiAWq1WTsZJMUBEUigWQ3y4KS8SxReROhyZ3mkchoeH8eqrr6K1tZWtEvPnz+dYp3g8jrvuuosJG1lJGhsbEQqFEIlEcPjwYZjNZhw9ehQmkwkNDQ1Q1ayYxfr16+FwOLB582Ykk0mWZL777rvhcrkQDAZx9OhRzrnj8XgQDodhsVigKAra29sBZCXOSR6cXAbpmejq6sLg4CAcDgdLvdvtdrS3t7P1kZ6PkpISHDhwgC0aLpcLyWQSgUAAFouFBRWi0Sj6+/thsVgwNDSE0tJSdHV1oa6uDolEAgsXLmSy43Q68dvf/pbd3YDsYtLU1IRjx46x0AMR+OrqagBZV1dFUdh6SspmlLPrRz/6ESZPngyr1cqqUu+//z67Op555pno7+9n18l4PI5Dhw7xYptKpeD1evl5JEU5o9GIH/7wh0yoKV6NrJADAwNYvXo1RkZGYLFYYDBkc3SRkiPd96GhIc4NRQTsf//3f6GqWWvC0aNHWc2PktbSvCZXwCNHjjAR6+7u5pgfcl9sbW2FoiicL6yrq4sFUzo7Oxms/7uVf+Y69cc//hHHjx9HeXk51qxZg4suugiVlZV48803oSjZmJ+rr74a3/nOd7Bnzx4oioIXX3wRe/bswdSpU7Fw4ULk5+fjnHPOwY033ogHHngA69atg8PhgMfjQXNzM7s6AuD7CejLLcuAkd5V9J00VvxbXGPFgH4i3KK1RbRMivVqAUf5OBnIa21MKorCbqQicKNjPB7PuGuIfdTCB+JxWu1T1Y9V7ehcWdpbbKMY/yIXPcKVa7zot9Y19cCv3rUBsAKn1nUVJbv5IWIp2YohAnlxDoh9lgG7WL/4P62LMiGT+6o3N+Wxl/8WczXK5+sRT5lkyG0Xj5HvgdacFvsn3w8tkqpXl9xWWYVUbqcWsdAij1rjSsm75XNFEpNr7OV+0ViKpEme5/L4yGOrRwxzfff3EKB/xPKTAvA9VVXrASwE8E1FUeo/+u7XqqrO+ejnZQD46LtLAcwAsArAHxRF+VRpw+UHDchtpqPv5QmvNbnlSXLbbbdhxYoVUFWVd2ATiQRCoRC6urrgcDiQSCRQUFCAZDLJvviRSARr165lWeTR0VHOb1NQUICxsTGOlXA6nejq6sLbb7/NMScNDQ0MkubMmYNgMMiuU6SCRvl5Ojo6GACrajb3B8VSkMLX+vXrGciNjY2hvLwcHo8HNpsNS5YsgaIoKC8vZ+JDu9zhcBiqqrKanaqqnHhTVbM79ZSkkpKP0vEkRa0oCtasWYORkRFeoF999VXceuut2Lx5MwCgoqICmUwGS5Ys4bw0kUgE8+bNY0C+f/9+TkZLSlwFBQWYPHkyK3VZrVZWV6Pda/IlpxwatNtC92DPnj0c70G783T/yTVOURSOCXI4HLxjT3lwyK2oq6sLFouFSZPRaGQVLSArs2wymeB0OrFu3Tq43W7OubJ582bY7XbOpTJv3jwsWrSIrQvJZJLzzphMJixYsICta0BW5YzG/7333sPIyAjGxsY4L5XVasXSpUsRiURQXV2NlpYWtmLSy7m8vJzjgGKxGPbv38/5eoi0Eqjv7+/noPz29nZesE6cOIHGxkZWMqS8VgA4SSoRU1LjIddNt9sNt9uN9vZ2tlaNjY0hEAiwlZSSBLe2tnKeLbIWkjsZLariAnHixAmODSORAspvZTQa0dfXx3LblKtraGiIBU4UJSvT/fLLL/OzTnWTCyu50pG6IlnKgsHgOGW98+51AAAgAElEQVRGn88Hh8OBoaEhjvvz+XzYtWsXy+EPDQ0hmUyyiAZZcEZHRzm/FMW3fetb3+K4HEpieuutt2JwcBB1dXXwer38bqPEuJSriCyItDDl5eUhHo/DZDLxc+h2u9lyKz4f/4bln7JOFRcX44YbbsCVV16Jyy+/HJMnT8aVV16JO+64AzNmzMAPfvADfPWrX8XMmTPR09PDeZV+/vOf4/e//z1UVcXWrVuRTCYxZcoUvPHGG5g+fTp++MMf4g9/+AN+97vfYcGCBSguLmbLtijxrEV46Dv6jH7LO+ta4EL8XitWgurWA1QyqBTbIrZRz8Ii94lyz2i1g+axGBOhB4hk4ClaiqgOMeZR7zjRBSkXMdHqs0wKxL/FNsoxD1oYRx4L+fpaoFQ+Vlbuk10GRWKiKAqnupDbItYn90ccX61+y8Bbq7/ieMvxLzTWZrOZ1ystEqVFZuTx1Prs05AvPXKkRzy0+qY1P7TaqnW+PCZadZ+sf1rzQ2t+ap2rVcR4OTpHDBsQnxEtfK7V3lzH/D3r1P+Z/Kiq2quq6v6P/g4DOApgYo5TzgfwpKqqcVVV2wA0A1hwsuuIeX60JpGqqnj33Xc1b7jWJJK/l0nQr3/9a2zbtg379+/Hm2++ibGxMXR3d6OwsBCFhYUcP2IwGDiXSkdHB5LJJB599FEkEgmOhfF4PDj11FNZsnZkZGRcvo/33nsPNpsN5eXl2LJlC8fKxGIxOBwObNiwAX6/n5NlklDB2NgYk6ZUKoW33nqLXzg2mw07duzA6tWrMTY2xmbm2tpatqg0NDTAbDajvr6eLVXDw8MAwAC+pqaGH6gVK1YgEokgkUhg586dsNvtfH0SDqC4EovFAr/fj23btkFRFCY/S5cuRTAYxC9+8Qv09fXB6XSir68PU6dORTQa5WD76upqfjieeuopxONxTjqZSqWQn5/PeV/+9re/wel0sqsdvagp7ioej8NqtbJLHAHal156iXeISEaV8gLRTj7laiKrBIk3UGA6LQhk2SICHAqF4HK5mFz09/fzruxbb70FIAuco9Eo5s6di3Q6DZfLhUAggEcffRQlJSXsQkYgPx6PcxLVdDqNiRMnspxzJpNBcXExzjzzTBgMBjz99NPjLFpElhYtWoTKykpeIKgflOC2uroaiqLgC1/IboAXFxfzQkfPC5E0VVXZ6gdkrTz19fVscaLcS8XFxZy/ieKcXC4XYrEYzjvvPGQyGYTDYdR8JLNdWFjIghokguHz+ditc3BwEBUVFeOsPhTT9uKLLzKxI7fO/v5+nitEVEikJJPJJgdOp9P4yU9+grGxMQwMDGD58uUYGRlBVVUVk+n6+nq4XC6UlZXxNSjehsgNEU96ZmjT5PDhw0zULBYLpk6dCrPZDJvNhmAwCJ/Px+6zJBVPYimRSAQOhwPV1dVMmGluDw4Owuv1Ih6Po7KyElOmTMGll14Kn8+HHTt2sMWZXA9JPS6dTiM/P59BHsVtLVmyBKqqjssBRdZvip36dyz/rHWqoqICf/7zn3HDDTdAVVUsXLgQLpcLv/zlL+FwOHD++eejtrYWV1xxBa655hps3rwZ3/ve96AoCu666y4oioJnn30Wl19+OVRV5ffWfffdh6uuugpz587FDTfcgOHhYUybNo0TZosgWW/hl9c/WhO0QIcMdERQBXxMNEQFQNqE07qW+LdYD9VL58ptEddmUbhDa52n2CcRF8iJ0eV+UbvkeU2gXlQq1QLMYt3kdaAHdGVBBJk0yqSIfuRYHLntucZbPJ5Ed+g7eRxIDU5sr1Zd1EYtF0S5H1r9FNcTLel8sf/y5/K4y7LP9P3AwMC4z/X+FueZfIzYdlEIQCYIcl1inXr9oI1dGcPmKmKfxbbI91mvXVqYWYuciW3Rex+I9crfy9fXGjdFUcbFLp6MQMnkVt6E+EfK/ysxP4qiVAOYC2D3Rx99S1GUg4qiPKwoSsFHn00E0CWcdgK5FyGxfl2WqCgKWzKo6A26OOCbN2/WZJrXX389VFXFwYMHsX37dtx+++2Ix+MoLCxEU1MTIpEIXC4X56WZMWMG7HY7PB4PvvKVr7CkL920Xbt2cVJLAqxr1qzBrFmz4PP5UFxcjNLSUqxZswbpdBrvvPMOGhsb4Xa7sXfvXgBg95NEIoGSkhIUFxejqKiIXVrq6+t51zovLw9FRUV4++23WVyB4pCeeeYZDu5XlOzuO70sCOCTTG48Hsett96KRCKBX//616zI1dLSgng8jurqarhcLg6QX7hwIcxmMxKJBNxuNyc9JSuG0WjEiRMnMHXqVEyfPh12ux2BQABvv/02x0ZZLBY0NTVxHqJkMsmWJkXJqoZ5vV40NDQgkUiwAh0Atg4YjUb+IbJDIg4Us7N27VoG6eRSRYH54svJ4XCgsrKSF1IC5ZRjZt68eRwIT+0gVyJVVfHmm29yMlVyNxMTeNbX1yMWi7ELyZVXXon33nuP+55KpVBaWgqLxQKLxYK33noLNpuNA6IXLFjA7nbXXHMNA6ZYLAav18sqaYqiYOLEiYhGoyzkQG6O1B5SzmtqamLLhMViYdcvAHj00Uc5cSzlfqH7QBYfIl6i6AWNc1FREZNCAucUC2S1Wjn+iNwwkskk/va3vyGTySAvLw/l5eXsBgd8vGi7XC5cd911fA8JVBHJaW1thaqqTJxLS0sBZF38rFYrbr75Zo4P2r9//zhrIFmt7HY7BgcH+X1C8VLhcJjdMsnVjUQm0uk058UCwLmRCHTRGBNZVBSFSW8ikUBpaSmPC+UTIjL9t7/9DW63G0NDQyyrv2XLFuTl5bEwhrgINzU18fNB7aDrpdPpcS6ykyZNYqU72hT4/0P5/3qduvzyy7FhwwYoioK7774bo6Oj6OjowFlnnYXHHnsMNTU12LNnD1wuF2bOnIl77rkHW7duxYYNG3DVVVdh/vz5fL9uuukmVFRU4LLLLkNfXx/effddXHTRRSgpKcHWrVthNBo5DiwcDo/bpJDBjAwayNVWLOLmIh1HFgHxR3SBo7q1dpzl9VqrbYrysVuMeIxoaaB6Kd2DfCwA3oSRXWxkggF8MrZAC3jS+1yLwMg4QqvkuqYW2NMDcqLC3acByHoEidY0rWvRMy+DXPF/8Z4D4Hei3B+qW8sqQ3/Te0dut/iukueu3B+6hh6RyRXjJP6vBeq1xkhvbMV2ysRedkGj3+LYyWOjRxrpMy23N7ktWmRFbrfW33rHiNeXv5PHX+s4LXIuusye7NpyfVrvk1x9yVX+YfKjKIoTwDMAblBVdQTARgCTAcwB0AvgV/+HOr+hKMpeRVH2irEn8gta7wUnM0+pbiiKgq9+9av83caNGz9xIxcvXsx1bNy4kSVIN2zYgMcee4x3QG699VZ2rXnqqac4143RaMTY2BhqamqYVJA7Vm9vL7xeL2666Sb4/X4cOHAAy5cvh8FgwPLly+HxeBCNRrF161aUlZVx3AuRlsHBQQwODvIuN+VHsVqt7C53xhlnoKSkBPF4HB6PB36/H0VFRbBYLOza8t577zGJIvIjmox/+tOfwmw24/zzz8e0adNgtVpx4403cr6bjo4OtLa2wmaz4e6770ZlZSUGBgbgdDoxYcIEtqIYDAa8+eabiEQi+Pa3vw2LxYKjR4/CYrGgs7OTyY3BYMDDDz+Mb3zjGzCZTPjNb34Do9HIQg60y2+1WpGXlwen0zkuqSWprIXD4XGkxu12c9LMRCKBK6+8kkEluc2RYlcikeAEqEajEQ0NDYhGoyyjTWARAPbu3cviA0A24eXq1avZJWzlypVsxSGhg3Q6DYfDAYfDgcbGRu67xWLBxo0bUVVVBbvdDpvNhkAggL6+Pm5XVVUVHA4HZs+ejWQyiaamJnbf+tnPfgbg4+So5Mo2c+ZMthSQyheBelJ1ozwyJAhAks5EJGg+fO1rX2PFMJKHJxdIcsWxWCycc0pVP87xQ9a0UCgEg8HA5Dwej6OpqQnV1dUIBALcHopPI+ltSqB64YUXsmABAfyBgQEsXLiQFwcSCfnCF76AVCqFKVOmMKAhOXeLxYKWlhZkMhlcf/31qKysRHl5OXw+H/Ly8rB//37eXKirq2NrDpGyzs5Odrek2CjKEWaxWDhP2KJFi/i9YjQaWTktFArBbrfjxIkTrO4YDAaRTCaRn5/P7pVkaSY3wSVLljDJIhfTVCqFwcFBqKqKzs5OHDx4kAHPc889B0VRsHLlSgDguCVy+SSr2AsvvMDAs62tjTdcFEVBVVXVv32S03/GOrVy5UrO9bRr1y52Ybz66qvx5S9/GVdeeSWmTJmCxYsX47TTTsN1112Hc845B7fddhvOPfdc9PT0oL6+Htdffz3OOuss3H///bj11lvxhS98ARMnTkRhYSFaWloQDocxZcoUNDQ08MZSTU0N++0PDw+Pe08B4+MFZNloeaMQGL+2EmGnzQwA4wixbNnQWp/1wJGYlFIL9BGwJJdwLVLlcDgAjHffkokD1SsCfRk0U1/ofLkvYiFXWqoz17Fi0QPzYqHP9RTrZMKhRSrFuimWWKxLBOe02aTXXvk7WrPka2u1i9pLx2klqwU+6Sqn1Q75PC185/V6x1mmcs1r8XO5Ti1iL/ZD7pvcPtqMkNurJQwhblTJ/dUijvLY03F6fRWvr1e33qaAXp+1jhN/a7mF0t9FRUX8XNMx9K7SsuyIfdNzwZWP+zTlHyI/iqKYkV1QHldV9S8fNcivqmpaVdUMgAfwsctAN4AK4fTyjz77RFFVdZOqqqepqnoaLfAfXU9z0skTmo6l31qkSazn2muv/UQdzz33HN8oIKvUQ8f09PQgFAohnU7j5z//ObtY/epXv0IsFmMgqSgKq42JEqGvv/46+vv7sXfvXiQSCSxatAj33nsv0uk0rrjiChQXFyOTyeDUU09lV7d0Oo2uri7EYjEUFRUhEokwMNy1axfvsKuqirq6Olx22WWcGNHpdKK6uhqlpaUYGxvjuAMKACf1tGQyCY/Hwy/De++9FzabDbNmzcKOHTswNjaGOXPmwGQycawLAfNrrrkGJSUlvGt8+eWXI5PJsBTw2rVr0d7ejrlz52JoaAgFBQVIp9M49dRT2WJAL4w333yTXctKSkpYDlpRsoH5eXl5CAaDDP7IzzcSiSASibDFp6uri5XcaDFLpVKYOHEi/H4/x7kQmCC3RkVR2HoBfLx4jI6OcnCt0WjEtm3b2BpIgLK3txd2ux2KouDaa69ld6Z0Oo1Zs2YxUDaZTCybTffh4MGDmDx5MgBwvJbdbofX60UymUR1dTVGR0exf/9+FpwgwvHXv/4VFouFxTC6urqQyWTwzjvvIJVKoaenhy1bZrMZgUCArQBOpxOpVIotikajkePTSL0MyCYApbgpsuyQwh2RHHI1PHLkCAsN0Ly3WCxMIObMmcMqY6Wlpejt7YXH4+Fd37q6OuTl5eGMM85gdzrKh5KXl8eKdkTGGhoaeBGh2KFAIMCWC7LIpNNpDA8PsxphKpXC1q1b4ff7kZeXx5YyUndTFAXvvPMOwuEwbz7QBoHZbOY5SO2g4vP5YDabccEFF4yTliaCaTab4fV68bnPfQ42m41FJOheZTIZ7N69G16vF5nMx5LjbW1tUFUVs2bNQlFRERwOB/x+P2bNmoVIJAK73Y4zzjiDVSv/8pe/IBKJ4JVXXuH7SG6Uogw3kSFyw6TNAYqR+nsWlX+18s9ap+644w6evxTr99RTT+GFF17APffcg0AggOuvvx6bN2/Gs88+i/vvvx/l5eWYO3cudu3ahf/+7//GnXfeifvuuw8rVqzABx98gPPPPx87d+7EAw88gNtuuw1lZWX4yle+ggcffBD33HMP8vPzMXv2bHR2dgLIJnyeO3cukzAqIoGhOEEt8CgCJNGtDsgCEwL6ZA0XwZFWHXp1U320Zgn3ShM0kcqq/DkAXmvFtAuy2pZIKMRrEMEQyZ1Wn7TIhxy/otV2vTGWMYjWMTJ2kYG23rjK4J7eh1r3CBjvwkjniN+LVi+5fnmMxHaL4JY+l1XDxLGU+yK2Q+6TfD/E7+XEwFp91gL1Yt16c1tsu9gOUYlNVVV+PvTItV67xP/l9url1hKJgXif9Yi21vMmtl/r3mqpSYr3Ltc7QJ4DtFks1im/az7NeGjh/b+n/CNqbwqAhwAcVVX1XuFzURf1ywAOffT38wAuVRTFoihKDYA6AB98mmtpEReZ9YrfyQ+D/GLS+i3W8cQTT/BnQ0ND4wZ9165dDKi6urpwySWXYP/+/bj//vsxb9489PX1wev1QlWzpvqBgQEOyE6lUnxeS0sLenp6YLfb8dRTT3FC08ceewzNzc0wmUy46KKLoCgKCwKUlJRgdHSU3ZroIaf8PKFQiMUR1q9fz6RJURQ0NzfDbrcjFArhiiuugMlkwuc+9znuM72UBgYGOJD8e9/7HoxGI+x2O4LBIMLhMJ588klEo1GOG3C73ZxokdzNIpEINm3axBLFRqMRO3fuRHt7O77yla/A6XSivr4eM2bMwNlnn41YLMa5bWgHPpFI4JZbbuEXN7lgud1ulJWVsaIbxfiQ+xFZgjKZDEpKSmC321n6OJFIwGg04s033+TdKwLF5B5FViWKt6itrYWiKCxy0dHRwS+KFStW8C5rMplEf38/54nx+XzYuHEjCgsLWaHpyJEjrE5HlgSKBSPCsWnTJm6nKCsuxnvQLi/F/thsNuzfvx+hUAh33XUXkytFUXD22Wezqtq8efM4Tsbn88FisaCurg6BQADTpk1DKpXC8ePHeZfVbDYzUFIUBUePHmVXLiK9o6OjmDRpEjKZDEuVK0pWWY0ILlk6aExjsRgr12UyGZ5L0WiUCabf70cmk8Hhw4cBgK1HlOSUQIrBYGD3NQIyJBPucDjYYqiqKseWORwOFkowmUz48pe/jNLSUia76XSaY9EoBw6JAtD4TZo0CUajEXV1dVBVlVUPiTD29/cjlUphzZo149pVW1sLVVXZLe/111/nZzQQCPCiaTabUV1djXA4DIPBwNLiHo8HyWQSe/fu5U0MIvMOhwMrV67E0NAQk6zbb7+dFxQiUKFQiGWsCcxWV1cjnU7zTnxhYSETIQDjiN2/U/lnrlNPPPEEHn74YbhcLvzxj3+EoihYu3YtHnzwQUybNg0rVqzA888/j8svvxz3338/mpub8eCDD7IL3CuvvIINGzbg0ksvRSQSwbJly/D888/j5ptvxv79+6EoCrq7u3HttdfiO9/5Dm655Rb4/X48+uijGBwcxCmnnMKiIqqqjrNIUNJnimOT10ettVQG3aIl2Gaz8ediUklxbZZBnVgvHSNbAsTf9A4jN1D5e/qhxNriNbTimrQIgCy1Te8K8drURz2iIysh6oF0GWzrAVX6X5ZsFtst/q13HSrDw8OfOEc8jzbrtOoXry3eN3KT1vqeitYuPl1bPF88lt7p4rVlMiJfS+x/b28vu0HK5FEPLMvH5SIKYh/E72XypuXOqVWP3H7xumKf5edMHgO5f1rjJ19L7K/8fpcxstgfeezF+yzOPXns6RzyKhDr01IT1XqHaD0n8jmftvwjlp/FAK4EsEIZLxd6l6IoDYqiHARwJoDvfNSowwCeAnAEwFYA31RVNa1T97iiNfnpc63BlV/A8qTWYpJinbTrrsWQ9+7dC1VV8cADD2DTpk2IRCJ48cUX4ff7ccYZZ+Chhx7C448/zoH4zc3NiMVi7KZVWFjI7jhlZWWwWCz46le/iquuugqKkg2KpziODz/8EBaLhd2myCpTVFTEsSSqqqK6uppf2gaDAV1dXXj88cfZ9YkSdxIRePzxx6GqKt544w3EYjHk5+ePC9p0OBwwm8247bbbkEwmxyl/bdq0CbFYDD09PSzRSxaHQCCAY8eOwWKxYP78+SwKYTAYOKaHJHw7Ozsxa9YsPP/880ywUqkUqqqq8Nprr8FisaC7u5t3yYl8VVZWsiIbyVGTNYOAIu3gk8WloKCA3bwymQz+9Kc/wePxsMIVxUzU1tZyoDf9UOJWcvOgWJd0Oo2FCxeO84sHgJqaGoyMjKCtrQ1PPPEEUqkU7HY7GhsbMWXKFHZVTCaT7BpIbnZPP/00/vM//5NjtMgdKi8vD7FYDIcOHUIkEmFZ6UmTJnGizn37/h/23jw6qirbH//cGlJVSVVSmeeBhAQiM8iggMyIihMK+hzoBkURG7Ab6UEFRWmcsKVtZGoFcUBbtEHFBmlkFIEIIWEIc8icyjwnNSR1f3/U25tTh1vo+/7Westez7NWVpKqe8890z1nf/bw2ccAAL/73e94/Xg8Hs4plJeXx8QcZLX0er1MoUyaf3L3i42N5XeGBI+hQ4cyaxhtesTmJrpoEKMYxcgA4PVH7mHJycnweDyIi4tDSUkJ6urq2L2NAK8YN+R2u5GVlYVRo0bB7XYzVTsAZGZmcu6mrq4uWK1WuFwuHD582K+ddrudwTkAJqs4ePAgx6glJCRAVX2udFRXeXk5u1XSnkDvHpFAAOBYCoo5IqIJUhJUVFRwLJei+KjvidCFQFx7ezvvHS0tLaisrGRyEVVV2Y2N3PEoJqukpAQRERE4evQompqamGRl+/btCAkJQZ8+fTgWkfIp0Tokjb6qqkhMTITBYGAAee7cOY5j+w8t/2vn1MyZM3HPPfcgPz8fH3/8MR588EEcOHAAo0aNwsCBA7F7925cuHABM2fOREREBF577TU899xz2LJlC3bu3Il9+/bh7bffxv333w+dTocnn3wSkyZNQnt7O5KTfcYoi8WCnTt34pFHHgEA1NbWYs6cOThz5gxKS0uxdetWzJkzB16vFzNmzGCafZvNxu7NHR0dbAWVBTHgylknB5WTcgvwB8OBBA5ZGNISVGQhUayLgAm9P1pCPgnvcpGpqsV7RJlBFrTlttC7Kcch0WfideLfWoBBfL74PC0QSmMTSKCV26kF7ugz2p8CjQPtt8DVVh7xWlEQFl2wtMZMfhZdR/uITCgh338tEBJoLFRV5fWtNW5ykedGq055brTaoTWfIpijz2VXMHlM5M/lZ9E5rdVvLflYLlrgTWyb3B+xaFl+tECU2Fb5ufS5SNxA9YjrTms8AwE9+b37n5T/P2xv36mqqqiq2lcV6EJVVX1YVdU+//35HaqqVgr3/FlV1QxVVXuoqrr9pzxHZHvTGmwZyYrfy2BIHETxXvF6VVXx6KOP8v9vvPGG3zVz5871ex5pwHQ6HVatWoVZs2bh1KlT2Lp1KxYtWoSPP/4YtbW1aG5uZq03ABZc6+rqUFRUhJiYGJjNZowbNw6K4tPOLl++nAWS9vZ2pKSkMB2t0WjkTa2trQ2xsbGIjY2FTqfD+PHjsXz5cmbbIqruqqoq2Gw2jBw5Ek6nExMnTuTYANI42+12thi98MILrK2n4Os5c+YA8AmJ2dnZbF3xer24dOkSu6nl5OQw8CCBPTw8HIsWLYJer0dtbS0uXbqEgwcPMkgDgIyMDHZje+SRR5g1q6uri8kaHA4HYmNj0aNHD86n5PV62RpEQIfcEUkIJwKFWbNmcd4YYtEzGo24cOEC04GTtv/SpUvMmkfUyeSqdujQIX42HTJE1mC1Wpm5iVzWiPGMLIPEAOZyudDc3IwHHngA48ePZ8rxmpoa9OnTh+snq8+JEyfg9Xrx/fffc/+//PJLhISE4NSpUyygdHR04Pz587BarYiLi8Ply5c5mL++vp5Zx4KDg3HhwgVmhiMrGBEIkMvM22+/jejoaK4buJK7JjIykq0zqurLW/TOO+8w4UV0dDSqqqo4JozimogqnmjcKVdSUlIS00HTfLa0tGDXrl1Mtar+t8bowoULCA/3xavr9Xo0NTVxclORzILaTAQYp06dYrdSAszkckaJRzs7O9kdkkgAAJ9boV6v57w69M5QDAa5kjmdTlitVuh0OiQkJLBlsK2tDSdOnEBbWxvn9SFgROAsOzsb3bt3h81mw/fff8909AaDAcnJycjJyeE4I3InrampQUZGBgsXTqeTgQ6NEREyEHEHue8R4GpsbER2djYMBgPi4+N5Dv8Ty//WOdWtWzc8+uijmDFjBjIyMnD27Fl8+OGHePnll/HNN9+w9aeoqAitra0IDw/H/fffj/3792P37t3swvjwww/jzTffxMyZM7Ft2zY8//zzGDZsGGJiYqCqPm+Cm2++GUuXLsUtt9yCESNG4O6778aYMWOwa9cubNy4kcH7lClTMGjQIKSlpSE5ORk2m41zwpEiiGIjCcwHElzl85asLbS/0bXA1Rp/WWgRryNrpFwIfNHZStZo8XtqEzFQiu0V2yT+iO0A/BO+ip+LMT+qerU7jtg3MUdKoP7KMooMdLTGPhBA0Ar2DxQLoSgKv/fy2FER47cCgTaxnQaDgfdSWdaSnyGOnapecQeTx1MUfq8lCAcCRfQ7ISGBvQ+02qMlK5IySmuty+MVCIDLY6WV50eeN3HetfokX6f1v9bYiyXQGtMCWFpgQ+tZ8piLCuAfW5ukYKX3OlCf5f4HAoqy8vl/Uv6jTjStF00GQsnJyX6DIS8yrcmTrxcX8+9+97urrpFfDCpPPPEE1q1bB4/Hg9zcXHz88cf88v/zn/9kv+XW1lbOSk/C/F//+ld4PB5s3rwZjz32GDweDx5//HGOV+jo6EBUVBQ6OztRUFCA5ORkFrRIM2axWOB0OlFVVYXbbruNzdlOpxMZGRmor6+H0+lEU1MTB7krisJuURaLhckCRM0O5a7p7OzEzp07Afg2zPr6eo4/KiwsRGtrK4xGI1pbWzF27Fh2S6PDadSoURg1ahRrI8vLy7F48WI0Nzdz23r37g1F8REA3HnnnZzk0WazISQkBCUlJVBVFZWVlThw4AAf3jQPVVVVbLEhgEjuSgaDAXa7Hbm5uaiurua8LHa7ncdXUXz5fUg76nQ6ERMTA6vVyoxDJNwrit52vx4AACAASURBVM+3n1zDSNglK1ZVVRWzztXX1/O4WywWuN1uNDQ08DgHBQXhsccew+bNmzlpa2RkJMxmM+Li4hAUFISsrCw0NTWx219sbCwLss8//zxqampw8uRJjjcxGAxMWhEfH4+4uDgWoGNjYxEUFIT8/HymlKZYGlVVkZKSwnUbDAY8+uijWLt2LcrLy/3WvdfrZZpzg8HANNMJCQm46aab/LRViYk+0iyXy4WysjKuv2/fvnA4HFBVla2blASS6LkJZGVmZjJoo7iw1NRUbNq0idtF7nqZmZkArrh7kTsErY2srCx0dnaivLwcVVVViIyMhN1u5zmnWLSMjAwOcKa+kKseuTy6XC5e5wRkgoKCMHLkSHg8HhQXFzNdNeCLI0tLS4PFYkFbWxu7iBJZAyWzJWsN5cXq06cPVFX1o9QnohPAF/NRVVXFRB7z5s2DXq/H5cuXeZ+qqanh+AjaA7t164bOzk5YrVYYjUYcPnwYbW1tfJj9p4Kf/60SERGBJ598EgaDAdu2bcOqVaugKAqio6OxZ88eLF26FNu3b8eQIUOgKD63wrFjx6Jv375oaWnBwIEDcfnyZXz22WfYt28fPv74Y4wZMwa7d+/G8uXLcccdd0BRfDFf48aNQ05ODp599lns3LkTBQUFzBg4YsQIhIaGorW1FYsWLcKmTZswfvx47Nu3D9nZ2WhoaEC3bt0wePBgdOvWjdepaDmVhR3RwkHWGMo9BmhTXQNXEyEAVwtdIp2zLHCJdRIrKdUhnt11dXV+z1BVlcGSfO7L9ZIrkXim0x4p3kOeEfQjvg9i3JCWcK2lBZdlD61xkmM45GfI461VD43dtYRdosHXukZ+pqIovMfL4E6WibQ+F63jYltFN0UtIKllkaLvxXbU1dVd5VInF7nNoiVCfCb1XRTyZRlUtsRQe0ShXLxfdrPUGnetcRTbEki+/THSCHlMxd8yo59W+7TqEMdAbI/WHMr3i++lFhGGVl/kc0g8wwI9K1D52Z9ox44d4wkgYR3QfsFUVWXhWN7Ar4UOx4wZo7kxUgmE0LUmWFEUBj0UPP3ee++htrYWS5cuxaJFi/D666/D6/WiW7duLICRkHjvvfdiw4YNAICJEyciKCiIM7aTMEIUuxT/Ex0djZaWFhYgz549y8CK6i4sLER6ejozaXm9Xqb8peB+r9dH022xWFizQ3EgRIecmJjoF89BcRFJSUkwm82orKxEV1cXDhw4wMQEFEOUn5/PDGjZ2dkoKyvD2bNnAYA10Hl5eYiIiEBHRwdeeeUVtjwR41V9fT369evHFM0UL0SadxKWKZaHCCLIMkTzl5yczOCQ3OOonbSRBAUF8T3E/EXseqKbFwEGl8uF+Ph4hIWFISwsDDExMaxVogPDarUy6Dl16hSPP5FJPPvss2yV6urqwu7duzlPQ2FhIWpraxk8UTK++vp6FBcXw2w2o1+/fgwkbTYbJk+ezPE4/fv3Zxaojo4O1NfXIy0tDTqdDsnJyejq6kJGRgYURWGXQHI9e/fdd/HOO+/wRkkWJ4/Hg6SkJAaLBAZKS0sxbNgwAGD6dALpHR0dHJ9gs9nYGkVrwOVyIT09HW63G/n5+Wx1MZvNqKio8Ns4CVh069aNx5IO16SkJHbLpJw2wJUNs6amBsHBwXj22WdZuHG5XIiNjWXQSuCaDgd6T1NTU6HT6dC7d2+YzWa2OlIwJ7Xxb3/7G6KjoxEbG4uSkhIGMWT9IbID0oJTUlmv18sJXauqqpCSkgJVVTnWr76+HhEREWhtbUVXVxdaWlqQnZ0Nu92O0tJSBqlFRUXsVknuINdddx3nKqP9oaioCEajkd39UlJSEB4eznPyUw7V/8uluLgYjz32GPbv34/c3Fy88MILeOyxx7B48WI0NTXh97//PUaPHo2VK1eiqKgI/fr1g6qquHjxIurq6nDixAnExsaiZ8+eUBSFCRBuueUW/PDDDwgJCcGiRYtw77334umnn8aaNWtgt9sxbNgwFBUVIT4+Hq+88grOnDmD5uZmTJw4EV6vFydOnMCCBQvQ1dWFc+fOYfv27airq8NXX32F8vJyJkg5c+YMbDYbvwNkzZSFLToDyR0buEIiEKhoARAATDoiXysLjdcS9lVV9bPSiN8FEizFuuVYBmqXaHWSAQxdQ3WL74cMkGTQdS0BWxZoxfYGKoEES7EuOsvFsZDBjNbYieMhtpWUO2KRx1Frv7gWkKB9U/wu0NjQNXLdgC++SU6IK/ZZS84LxDAmgxh5bMU65ZgfrXVKruXydVoAUqvtIuOm1piIf8sgXe6HPD+i9etaAFurBFpX8tzRNbLVUH6GvEbEzwIRY/zUtorlZw9+gCuDRLkoxEG9dOnSVYhYnkR585EXwZ49e/hZ4ktP/9Pva23C4u8HHngAADBr1iy+hlyvVFXF8ePHceLECaxevRrNzc2wWCxYs2YNgoODMWbMGNZyLVu2jC0AwcHBaG1tRVRUFCwWC9P0kjBKQlBwcDASEhIwePBgRtQk2BONc/fu3aHX69HS0gJVVVnjT24wiqL4MQIlJiYiLS0NYWFhWLZsGZqamlBfXw9VVZlyOyMjg61A4eHhqKysZCBFwnbfvn2Rm5vLLjcNDQ3weDywWCy8mX755ZcM9vbu3cuUxlarFTabDd26dUNFRQW3S5xfUXtODEDAFd9xigOy2WxsuQkKCkJYWBjTiZMWn6xWYWFhUBSfmwdZb6g/BLZJy0iCfVlZGYxGI2JjY9k1MSMjA42NjQxajEYjbrrpJhZ4Q0JCoCgKzp07x4Jxe3s7evXqxbldLl++DKvVytTbZNEwmUyYPXs2goODGeCSlXDChAno6upCVVUVjh8/DrfbzdYcGgsi4TAajSgtLYVOp0NFRQWvXY/HgzfffBNjxoxhamR6rsFgwLlz5ziWB/DRfFosFpw6dYrpmmluyOxdUFAAwHdYnTlzhtcJCV7kXkdWP4qhmThxIr97lEC1rq4O6enpvNajo6O5z6qqclwUUbnHxcWx8O/1ejFr1iw0NTWhpaUFFouFx4TGeefOnRxjA/gOepqTEydOoKOjg/MmqarKrmbivBMRQnNzM1sIyU2RCDZoDMjCRC5xiYmJbFUly2F2djZUVeWEueHh4SgvL0dxcTEsFgvsdjsUReF3sqWlhYU0UpIQPbk4rgSqqqqq2D2KXKR+KYFLbW0t3n//fUydOhW7d+/G4sWL8dRTT+H48eOYO3cubrvtNnzyySc4cOAA0tLScPjwYUydOpWtlm+//bbfGbVkyRJMnToVEyZMwDPPPINNmzbhhx9+QGFhIex2O3r37o3p06fjtttuwy233IIlS5agrq4OiuJzc6qqqsIDDzyA5557DidPnkRQUBAWLVoEh8OB9evXo6ioCJWVlUhOTuY8Wx6PB+np6VAUBT179mQrpChMkps0ESgA/vE/8lkYaN3QeXqtHFJijAQp6rTqIUZW8ewnJYiWkCn+LwvqJDBquZGJ579oDZM133Qmawl/WmMkl0D3aAEmuU4t4Z5cJsVrxWtaW1uvCbxksof6+nq/OCsRJAJXgyXx2TKRBD1XtJ5pWcpkYVoWgunvyMjIq2j5tQCwOM4kR8mCs/wcrbUs1yX3J9D1Wu2S2yi3iZQR4rPE8ZXposX6ZAuJ/NxAoEtrHLTarwXG5Pct0Dv3U8aFimxl/bE+XKv8R4AfcRCHDh3q9116ejo2bdrkR1cN+A+OFiiSFyuVQIsvEHCSkal4f35+Pv998eJF/q5///5YvXo13G43vvjiC7z++uscL7B3717cf//9nAOH3KecTif27NnD2vOmpiZYrVZ4PB6UlZUxpbJer8eOHTswefJkdHR0sEA/dOhQnDt3jv27FUWBw+HApk2bGAiQRpookcV+7N27l8FOZGQkJ+wkt7yPP/4Ydrsd2dnZcDqd6NevH4MxclfLycnBa6+9BqvVyoHip0+fhqIoTItcVVWFrKwsmEwmvPXWWwgLC2Ow0tbWhra2NhQXF3NiWQIOtBlTHBWxw+n1eoSEhMBisbCW8cKFCygqKgIApnRubW3FxIkTmeIX8LFzUZ4p0oDLWnCKszIajWhoaGAa5draWnatI3KBrKwstLa2MrXowIEDOX6I3AhmzJjBB4Tb7WYK6tDQUE6iS7mTSLtPbHrBwcEoLCxkN0KPx4Phw4dDVX1B7g6HAyaTCW1tbWyJIvYzYqILDw+H1+vFoEGDuG6dToennnoKu3fvhsvlQmtrK+Li4vzeBbPZzPFDZAGkdUUJbimhq06nY6Y7ojineCoC+5SIc+TIkRyXk5mZifXr17O7JwUEW61WpvYODQ3lpI8ERih4v7m5GR6PB2fOnOFDvL29HQ8++CBiY2MB+A4YonEnV8msrCx0dHSwcKnT6bgOisERQbPFYmFXksrKShgMBhQVFSE2NhZFRUUwGAxobW1FeXk5EhMT+bCKjIyEx+PheChisXM4HKyoIEE0KiqK12ZXVxcqKyvx3Xffobq6GqmpqbDb7dDpdGhvb+dYMyqkXBFjgIh2ffDgwcyYWFdXx3Th/9OD5f9asdvtSEhIwK9//WsMHDgQW7duRUVFBV599VXMnz8fGRkZOHr0KNavXw+Px4OxY8eirq4OK1euhKIouPHGG/3OqPvvvx/bt29HbW0tBgwYAEW5QsQzbNgwrFu3DiaTCcOGDYOi+GjySRH43nvv4fe//z3Xu2bNGvz973/HrbfeipMnT6J///5Yt24dNmzYgO+//x6xsbGw2+1oaGhARUUFevfuDZvNhu7du8PtdqOystIvFQEApkHXOiPlZKNa5yVwJXBevEYEHmK91Hf6X2s9UgyTeI18xpOGm4R1LaYqUlSIfZPdm0Q3LFFrLvZTdtXSAjDy53I9WkKnFuuXlqBIhRSa4pyI98rxKbL7lGwZiY2N1YzVoraLLkzy86g/okufCJ7ENSODFZJR5PUiFlIU0/O1rDpiW7VctsTxDCQfiteLAJGeqeXeJt4fCGxorTn6Tk4QK7sOagELLcCmte7EZ8qAkPoUaA0Fer+1rlVVVdNlUut+LbAqjrd43bXWf6Dyswc/IuGBqqr48ssvcfnyZb9BfeCBB7B27dqrJlLelH8MwCiKwhp4+XMtpE0l0EtLrg2qqrLWmOpbtmwZVFVFbm4uVFXFpEmT2Ff8woULsFqtuPXWW5m+2u1249KlS+weJPpKi1Ybt9uNSZMm4fnnn2f/V71ejx9++AHJycno6Ohg17T6+no8+OCD/OKSQOxyuVBZWQlF8VEWm0wmPghJOFdVlYVJ0vwRmxsJvUQ3TIkbDQYDHn/8cRQWFsJkMiEpKQljxoxhVjKDwYDevXujsbERHR0dzHBEfSWtPLm8UZ8poSQd0KSppsDH2tpadp0zGAzo2bMnevXqxdeazWZER0ejtLSUDwKyElFbTCYTwsPDkZSUBJfLxeuE8t6Q73x4eDjn5aF8RUajEcHBwSgpKeG8QhTzQ5tMW1sbHnroIfTp04c1PC6XC3V1deze6HQ6YTQaOZHpjBkz4PV6YbPZ8Mwzz6CpqQlr167lxKMmkwkNDQ0ICgpCeno6u9To9XpUVVWhtbWVQZKcCPb8+fMAwID6t7/9LT+jq6uLhREiJSD3MHK17OjoYCFbPLDIctXR0cHjmJiYiJSUFNTX1/NhRcCMQH1QUBC+/fZbdiU0Go0Mbux2OwYPHoyuri52DRXjswi0EtEEWVgMBgNMJhNOnz7NeVkILDc2NrIGMS4uDm63m62dOp0O8fHx8Hq96N27N7umisQAJBzEx8ezlcnpdCI5OZmvTU1NhcPhgN1uR3BwMIqLi9k9r7m5ma2KERERnBmcgODJkycRGhrKOZp69OiBvn37olu3bqisrOT4Qorhu/HGG1lrT2uXiBaIFMVoNKK2thYulws2m43zK0VERPwCfn6kZGRk4KOPPsLly5cxfPhwmEwmHDp0CAcPHsTkyZNRWlqKG2+8EU1NTRg6dCiMRiP+8Ic/4PTp08jNzUV0dDQnGG5ubuaYIUVRUFBQgJMnT+LAgQPo1q0bhg4dim3btmH79u1YtmwZDh8+jG+//RYlJSUwGAy46667OEXDoUOHcOedd+Lll1/Gm2++CUVR8OSTT+LPf/4zSkpK8N1336G1tRXLli1DTEwMVq1axcB3+/btMJlMnCi5e/fuaG9v90sODVydpFFLcy8W+kyv1/vF5tC9otWEfpqbm6+6n74T81DR+ydS58ryQKD2iH0QQRkpW0R5QIvNS6xPlBfosx9rh5YCVQQFcj3yPVoCpaL4p+vQElpFK44ICGQgQIX2DbkdWnIRcMUtUFEUJmgRwYEM/GTLhVy3Fjike2tra/3Y67Tuk9sb6FotmVFL8JflRFIWac2NuG601o5cp/hZILAjjp/YD3EdiC6Yga4Vx0acX3FNyM/UkqnFeuQ207sky9L0W8tiFqiNgeb2p5afPfgB/CeREmlSwsFrgRLxXkVROIGkFrChIpvhExIS/O7R2lzoe/qttZnKC+RPf/qT30KyWq3Yv38/jh8/jn//+99wuVwoKCiAovhyO9hsNvTq1QvBwcGorq5Geno62tvbYTKZGBDp9XrW8n7wwQcsjNlsNiQlJXFgNQmEEyZMwJgxY+ByuXhzr6+vZxczwAdooqKiUFxczAlZKbYjPj6e67v99tvh9fqok81mM9Nnk3Y5OTkZTqcTs2fPht1uh8ViQUREBIqLizlYNygoCL169UJBQQFcLhcWLlzox8Zls9lgNBpZ4CSrDblUkUaB8tAQKKNrSENvs9k4LxBRXVssFhQVFTFoAnwvIiU1BXwCLVnPqFA+FLISuN1u1NTUICYmBmPHjuUYj4KCArjdbj9BkkAdAYmPPvoIo0aN4g2gq6sL+fn5fN2lS5cQEhKCbt26QVVVbN68mdfU888/D5PJhKFDh7I1wmQyYceOHZyUlCi/g4ODMWTIEAYIbW1t6NGjB4KCgnDgwAGmtCUBwOPxYMWKFdi8ebMfgQN917t3bxgMBj9yjh49eiA+Pp7fG7PZjMTERN5EKQEvxZuJSRiJalmn06GkpIRB64QJEzi2hzZVAsD79++HqqrsDggAvXr14vHxen0JaGksVVXlHE5TpkxBdXU1W0pMJhNSU1NZ0CPaaKJ893g86NmzJ7xeLyc5JZp10fXA7XYjJycHbW1tnFOI2mQ2m9HU1ISePXvC7XYz+KB1XV1djZiYGLaU9ejRAwCwfft2eL1elJaWorq6GhaLBXFxcXA4HMjMzOT4K4rvOXXqFLxeX74kEnJobdA7QYeyoigsSIaGhiIoKAj19fU4f/78L4QHP6G8/vrrGDRoEKqrq9nNbNiwYdi0aROOHj2Kzz77DPfeey+effZZFBYWoqSkBEajEfv27cPjjz+O7Oxs9OrVC6+++ioGDhzIa3r+/Pn44IMPeD4jIiKwbt06fP311xg0aBCOHDmCY8eOMVmKqqpYtGgRJk2ahK+//hqrV6/GiRMnkJ6ejoMHDyI0NBTr1q3D9OnTkZWVhdmzZ0NRfDmJzp8/j3nz5mHlypXIzc1FYmIizp07h7i4OJw6dYrXOP0A/n744lqSlYKy8AKArUnyWS6er5QKIdDZSoXecxLexM+pyFYJ+Ryn58t5R2TFpmihChQTF+idCQRkrnWdWK7lfkVtFWUc2Uojj2FQUBC3VbZwiUWcM1lIFdskk6SQZYzulQEOXSMDRXEt0fPpPq0cSKrq80wRgZUol8nxNoC/a6X4mdb9WkUE7aIAH0gY12KB04pfkgEDoE0sorWGxLUaiMhABq7ULhmAivVcq//iewFcCTWQ5WZy59YiLhB/U9ECVXL/5ef81PIfc6KJnf3kk08QHByM3/72t1BVlV2ntDYLcSO4dOmSJoLX0mDQNZWVlQEXjvg8GRTJG79cv1xIGFy3bh3GjBkDp9OJDRs2YP/+/fjwww+hKAoDn5CQEOTn57OQWldXh+DgYLhcLng8Hpw4cQLr169nQdFgMCAiIgIpKSkAwILeoUOHsHv3bo7/oFgNAgjU1iFDhmDYsGEIDg5mFjCv18txCpRYr7KykoPb+/TpA7fbzdTBer0e48aNw29+8xt2M0tISMDp06cZwFEbbr75ZiiKgsWLF3Oiys7OTjQ2NsJkMqG6uprZtYgcgAImKeko9UNRFCZwII3/6dOn0dHRwQd5Z2cnamtrOQbJZrNxvpv4+HiUlZX5zTuNs6r6gubFpIIhISEM/BTFlxi0vb0dXV1dGD16NAu5BoMBBQUFfhumqqro0aMHuzpFR0fjySef5DVEuXfIshUZGck5YN577z04nU7079/fL3h/48aNcLvdcDgcsFgsUBRfcCnln6I1S9TWI0aM4LER17Cq+iwsRPzgcDgYJO7cuZPzFYnudBaLhbXEjY2NqK6uRm1tLbuEqaqK6OhoNDQ0oLS0FIqisPabNkePx8PulYcPH2Y3Q7K06XQ69kGndyQyMpKv93q9nAyW3Fkoj47D4UBnZydOnjyJgoICTpRaXFyMkpISmM1mZspzOp247rrrGMjl5+czoCIyBnqPOjs7WXmQmprKaxAAjh496scc1dDQAIfDwWPe0dHB1iDSjJvNZiZ+ueWWW2A2mzFw4EBm76NYoosXL6KsrAyZmZlITU1FV1cXrrvuOgA+Sxq5UZaWlsLtdiMkJIT3n9raWj4AQ0JCuD2JiYno169fwH35l+IrjY2N2L59O3bs2IHg4GAcOHAAS5YsgdlsRkpKCqZPn46kpCSsWrUKK1euhNfrxfr16xnwHjt2DBs2bMCGDRtw55134rHHHsM777yD1NRUTJ061c/fPzY2FhUVFfj2228xaNAgzJ8/H06nE9u2beN30mw2Y+3atWhsbMScOXNgNBoxc+ZMTJw4Ea+99hrmz5+P+Ph4rF69GitWrICqqpg6dSpqa2txxx134NSpUzh58iS6urqwfft2xMTEwOv15a1KS0uDzWbjPYusiyKQEYVCKjKAkJk66V5ZoUgpE7SAD+2LgL9WWaTiFuuWP9MSDimvmHiNFiggACBTXQeSK7RkDi1hja4LFKchyyjiPXJRVZXJUsRni/fW19dfJbzLAqtYKD8afaco/sH41xoLsmDLoINcwQP1V64vUEwNxaxpjQkJ5LJALctpWoK0eA7KbZGvIcuPPLfimIoyKO27MiCg+2luiGxHbqd8vXh2y26GYv/FPsrugXL+Lfl58hqU7yOlmhYQJJIdsR3y88V1LrdB7q8M2H5q+dmDH0reKA7UfffdB0VR2Izfq1cvjB49OuDGogVM5EEUF4O40OXrAm1igV4K+QWUFz79rqysZOaz++67D927dwcADvbfuHEjrrvuOpSXl+PDDz/E5s2bYbVambiAiANIeCEhFwCzdpHrTXp6OjweD6ZOncptIqHcaDQyYxfg02qdP38e33zzDQCfNp1c2zo7OznhZmFhIVpaWpg2+tSpU37EA0VFRbDZbJznpa6uDgcPHsTo0aN582xsbISqqtiyZQtsNhvOnTsHr9fLSRvFjdPr9TIIcTqdbNUhUEasYeRiRoxdlDOI3Hrcbjfq6uo46SkJk+R+QXTY5N5HdM3iZk/B/pSvqLS0lJNmWq1WtLW1wWaz4dSpU1CUK1aCHTt2sPADADfccAPi4+Oh1+vRo0cPhIWF4cMPP2RLSENDA1paWpCfn89uURQcHxsbC5vNhvz8fG5nc3MzFixYwPTjDz/8MAex79mzh8Gm1WplNjYCfuQ60N7ezlrQKVOmcL+vv/56dHR0ICQkhIOfRUKH9vZ2nDt3DqqqMuFBUFAQzGYzurq6kJ2dzfmggoOD2U2L+kNAhIR2nU6HmJgYFBcX+/n2ixYZRVGYjCI0NJSZ/0iBQQoCItE4ceIE9Ho9CgoKcPvtt6OtrQ12ux12u51Bjslkwv79+5naGgC7BhIrmslkYkBFY0WWs379+jGhRltbGwNlyi9lt9sREREBAEhJSYHX64XdbkdiYiIzM1ZWVrJVkzSk33//PYN1ShZLgmhRURFaWlp4vyMQWltbC0VR0Lt3b34nCCQnJCSgq6sLPXv2RENDA+rq6li7v3//fnlb/qVI5dKlSwCARx99FD/88APeffddLF68GBcvXsTZs2fx+OOPo7y8HBkZGbjtttuQmpqKl19+GV6vFxcuXMBHH32EzZs345tvvsHdd9+Nvn37YubMmVi3bh0qKiqg0+lw1113oaysDL/+9a9hMpmQnJzMFtjly5cjKCiIFWWU3+fhhx8GAAwfPhwbNmxAa2srDhw4gJaWFgwdOpQBzu23346XX34ZaWlpiI6ORq9evRAfH4+XX36ZqbpXrFiBvLw8VFdXMzGHTqdjmnUAfsyIdI7IwrCWklL+XhSIaC+X76dzVbTwi/uCWKdo2RDrkIPdZaUlCadyfcAVi4YWOUKgEggYBLpPlkUCgSW5TnGMtQgZRGE6kBZeBJ+i/ERELAD8lFRyW7XilUTQJI6xOL+idwSNsRYYEQt9b7FY/Kx2skumON7iOMjt1Gqv1jVaYF1LfgwETmV5UGwXXS/G4cgxcmIdWrGZVIdMMCG3QbawyffTdVSXVt+11qds6VIUXy5JebzkcROfI7ZFBnji9VqA7VrlZw9+gKsnQFEU/POf/4SqqhgxYgQAYO/evZqoWlEUfPXVV5qLUaz7WohWnGR5Y5R/i/fKbZaRs3gvJQ1VFAUNDQ2YPn06AODgwYMsTEdHRzPjT3t7Ow4dOsSJRZ1OJwvqgwYNwqxZs1BbW8vWodTUVOzcuRMtLS0sbL3++utQFJ+rC4EZh8PBcTr0UtTV1WHatGno6OjAp59+Cr1ez0GUNpuNXWzMZjMHnFO8kdPpRFhYGCIiInDs2DG8/vrriIqKQlBQEG666Sa43W60tLSwe5vVasWDDz4Ir9eLJUuWcPAgWaXIcqDT6VBYWMiBEOwKuQAAIABJREFU78QUZrFYWIMeHBzsF9RN4zNkyBBOUkmuPzU1NUxOAIDBIjErGQwGhIWFMWsfzWtkZCS/iF6vF9HR0cjKykJoaCh/ptfrUVNTg5KSEthsNoSGhsLr9TLdM2VeHz16NN59912mMq6srMTw4cMRHBzM/TWbzYiNjUVaWhq7t7W3t+Oee+5BdXU1M81VVlYiJCSED4KysjIUFBQwWJg+fTqPmdvtxoABA2AwGFBVVQWLxYLo6Gh4vV4GS4qioLS0FJGRkQDA7IJutxvjxo2D1WrlQ0un0yEyMhJDhgxhBrawsDC2PrW0tCA1NRWtra0YOnQokpKSMGDAAERERKCpqQnR0dEoLy+Hqqp8eHk8HiaMoEObDu6srCw/4YQAQvfu3eH1etmVq7Ozk929jEYjJk+eDL1ej4yMDLYK03cZGRnMOpidnY2QkBA4HA4+ZPr37w+9Xs/WMwLkJCiVlZVBr9fD4XCgtbUVDocDBoMBiYmJ6OzsRHBwMDPy0Vo7d+4cu6oWFRWhvr6eNaIZGRlMEOFyuXDjjTciODgY9fX1aG5uZlAZHh7OuYG8Xi9qamrgcrmQlZXlJ7wYjUaOo+jq6kJxcTFU1cdEabfbERkZyRpwmY74l6JdSFBes2YNv6Px8fEYOHAgZs6cCaPRiMuXL2Pnzp3Yv38/Pv30Uxw+fBjDhg3Dzp07ERUVhZEjR+K7775DUlIS8vPzsXbtWnZpPHDgAEaMGMGspx988AG/c+PHj8crr7zCYIcIanbv3g1VVbF9+3YsX74cCxcuxNy5c/HGG2/g+++/x5IlS5gh8ZNPPsGdd96J++67D6dPn8YNN9yAL7/8EllZWaxofPPNN7FlyxZs3rwZgI94IzY2FsnJycjOzmZBjaw6RK0va6wB8P4rC8eihh4AE6JondGkOKTPSTik90asRzz75fNY/Jz2PbpPzgND15IiSI5bkgVd2XIiC5daQiSNhUyaILdDfKYo4IrXkGuu/Ey6nuQB+k5+puwuRq7PYntkcBhIbhLdm7VAjaqqDKZVVb2K3llm+5LrOH/+vOZao3ZTW6jIgr8sz9HZTkBfzgulZRGU46HEz8UizrPWmNAPneGiBVJsuwwWxHrE8ZKfK66TQPKxFriTwb4WQKLvxOdryb7ys7WsN3Lb5TWqBeh+SvmPAD9UxAGcMmUKli9fjgMHDlw1cVRoUG6//XZNYETlnXfewcKFC6EoChMTiHVqLQwZNMnP1PpO/Fy+Tvy5/vrrr3oJVNXnlnDkyBGUlpZCVVVs3boV33zzDZ599lmsXbsWISEhiI6ORvfu3VkAJFrbgwcP4pFHHuHYGUVRcNtttyE5OZk13B6Ph3PsUHwAAZiSkhIGBs3NzWhqaoLL5WLGsbCwMFitVpw4cQI6nY7dwchV6uzZswgNDYXD4UB1dTVsNhs+/fRTBAUFMXix2WwoLCxklrx+/fqxhjouLg5erxfNzc1wOp2IjIxk1wtKYmo0GhEaGoqkpCS0t7fD7Xazu4hofqUgcgAM+jo7O1lYJyaj5uZmtLa2chtJ80LgEPAJjmazma1h3bt3ZwIFKhEREbDb7ez2pqo+rSi5IVIf7r77bixbtow1OMnJyaiurkZTUxP3q7OzE5mZmRwvQtaUV199FYriC2YmNzuXy+XHftarVy9OOktukyNGjGAAevnyZcTExMDlcqGhoYEBA7mArFq1CkajkXMrUb4hsraR9RHwgU2yIhqNRthsNna7U1WV2Q/r6+v5eTTX7e3tHFRLmj+z2YwtW7Zw3wgkKIrPwnndddfx+qT5JFIDSl5LsUCUV0dVVW4/AQ1iFRSDgE+dOsUHN72P5LpIFPRkDaJ3lmJ1wsPDOQ8QERuQhfXy5cuorq5mQUun0zGZR0pKCmw2G6xWK7efDgar1coxICJZx9SpUxEfH4+bbrqJLUxEcX3s2DE/gZDGymg0Qq/X46abboKqqkhLS0NHRwcqKirYipaRkfFLzM9PLF9//TWKi4tx8uRJFBcX49ChQ+jo6MCUKVMwc+ZMPPPMM1izZg0zcXbr1g1PP/00KioqUFJSggULFuAvf/kLPv/8c+zduxdTp06Fx+PBsGHDMH/+fJw+fRp33XUXnnvuOdxyyy3YsWMHVq9ejQ0bNuC1117DBx98AFVV8dVXXyE4OBiDBw/G2bNnMX/+fCxYsAAejwdjxozBM888w1bphQsXYsOGDejq6kJFRQWKiorwwQcfYNKkSfjwww/xq1/9CjU1NVi9ejVycnKwY8cOPPXUU2hvb8e2bdtw/fXXY/fu3XjjjTcQGxuLrKwseDwehIWF4aabbuL9sqmpiV3EZMGNBCoiiBGLwWDg+EQq4vkokv9oWWG0hDqRFU48j+Vgf0VR/KxXotArstrJ7ZKBllY75OB3+XotwROAnwAut1WWOUSBUhbQ6TOZNEAmi5DffYqTDSS8i8BBfhadD3JuJLFtROgjzodMhS3PBz3f6XT6ATNxTsSiNWdaQvSPkT/IciCdmYFkv0DA6MeEePH5WmtCbGugurWe+2PrjuqVx0cLpMn30bsj30PKcq0YJpkgQbwX8AewtBauBZyuVX72JxpR7sovlqqqePrppwFomw6v9ZOXl+d3zyOPPILly5dj8+bNuHDhguZCoJ/33nuP2/L555/7tXXp0qXcVro3EKKmorXg5CzbYlFVlZOgAsCWLVugqip69uyJ6upqAMDZs2cxffp02Gw2vP3228jNzYXJZMILL7yAmJgYlJeXw+l0IjExESUlJSzoKYrCGe7J7amtrQ2TJk2CTqeD1WrF+PHjGSQ5nU7U1NRwRnES1GJiYnDzzTf7xXsMHToUVVVV+Pbbb2G1WlkIpLw2jY2NLOwSGHv66af5hW5vb2eBl3xGk5KS/IRtr9eLuro6do0iwdlisbDAThs3+YR3dXUhJCSE3Z9I263X6xEVFYWLFy8yICRhkOKJVFVlS0lXVxdCQ0OxZ88eNDY2MiEHvaxxcXHYu3cvJ6QkQEDgoK6uDmvWrMHIkSPZelVTU4PevXuzS9rAgQOh0+mQm5sLr9eL8PBwTnj7/fffQ1VVnmur1Qqj0Yi0tDREREQgPDwcx48fZyBIeWIuX74MADh8+DASEhJQVFTELmpEoiEGQ1Iwd3V1Nbt2nT9/ni2ABGBoTuh+i8XCQf9WqxXt7e3o1q0bdDodiouL2UKk0+lQVlaGnj17ssWMNMEDBgyAql7J3k7sdHq9nt9popp2u93Iy8tj6wsJY52dnZwjq6CggF0hCXwVFhbCaDRi+/btDEZiYmIYdJGL49GjR/l9DA4OZisUHXyUN4VczmjTLygoQFhYGDo6OpCSksLulgaDAXa7HY2NjQgNDUVtbS1qamqYcfD8+fNwuVzYu3cvvF4vNm3axC6SFRUVCAkJ4SD6+vp6JnNQFMWP+pXeJco1BfiIN44cOQJV9cUgOZ1OdO/enam2tZIG/lL8i3hODRs2jPMmffnllxg7dixyc3Px5ptv4sEHH8R//dd/Yd68eejRowdGjx6NgwcPIi8vD7Nnz8Z3332H4cOHY+PGjRg4cCD+/e9/Y9GiRZg3bx4WL16MLVu2YNq0aUhISMDChQuxe/du6PV6pKSkIDk5Ge+99x4URcGsWbPQ3t6OOXPmYPPmzaisrERZWRnef/99bN26FWvWrMFrr72GG264AU899RRUVcWLL76Ir776Co2NjcjPz0dXVxf+/e9/IzIyEsuWLUNERASmT5+O8ePHw263Y9asWXjiiSdgMpkwb9489O/fHwDgcDjQr18/eDwe3icoB5ko/ImskfR+AWC2UFHYS05ODigcJiUlXaWcIOIiLSFZPM9lQZ+sPDIbmZZQRv+T0kN8jnyd/BkJbvI11wIyVLSCwq/Vvm7/TZAjtk90EZK9GcRgdS2Bl/Z1GeiIAio9QxbWRRdFcVzE+ymGSwSIIjiWLSBi6dGjB7uCysBOy8VR7Ke4NsT+ahElUJu0LCuyhUkcQ5moQVWvUMPLroBaJAC0PugzLdY8sU9axBBie7U+o3bKcyvL4HI7qS/i+0OyjFg/eW3IgEXrHRGL2B8ReP8YcAxUDD9+yc+nyIuTypAhQ3DkyBEAvgFqbm5GaGgoxo8fj127dmnWIw4sAQithaC1EYmTT8KweL94vbz5yvUH2rC0ED7Vu2jRoqu+O3z48FV1vfTSS1BVH812aWkpcnNzcccdd/Cm8tFHH2HKlCl45ZVXAIApThXFlwPooYceQkxMDBITE3H48GEEBwdjzpw5HIxNwj/lnVFVX0K1hoYGbNy4EX379mXLiar6tOw9evRAQ0MDC8VDhw5l0oPW1lYmDGhoaGBaa0Xx5Unq0aMHg5fQ0FA0NDRAp9Px+JNg3NjYiIiICL6WXN7i4+PR2dnJFMMUTE+f2e12XLp0idtLuWXIrQgA0zqbzWbk5uZyMknSYjz00EP48MMPYTQaMWPGDD7IIyIiYDabOVEtWcOSk5MZOM6YMQOKcsWl0+Vy4cCBA0hISIDJZMLFixcZhBkMBlRWVvI4HjlyBDabDd9++y3GjRuHqKgoVFdXs+A9aNAg9O/fH9u2bUN1dTXnG6qoqEB6ejoTDogJQVtaWhAWFsYbzvr169HU1ISmpia2AFHszOjRowGA43uMRiPOnDmDuLg4eDweprEm64vdbmfabGI1I7dEcqVxOBzIyspCU1MTPB4PiouLebxprXu9voSh9M6LTEORkZHo7OxEQkICmpubYbfbUVdXx1pkAjJ1dXVsLaE+Ub4rl8uFnj17cp6e5uZmuFwujklqaGhgAEMEDKQcIDAeHBzMAgaBX2KlU1WVrUhery9Bb1RUFC5fvoyQkBB2H6K+zp07F3l5eXj99deRkpICu90Oj8eDqKgozJkzB2fPnkVlZSWio6MRFBSEzMxMbk9bWxtCQkJQVFSE7OxsVibodDpUVVUhLS0NNTU1TGpClOnyfvlLuXaZP38+zp8/j7lz56K0tBR5eXlobW3F7NmzMW/ePFy8eBErV65ETEwMPv/8c8TGxuL06dNskR01ahQOHjyIwYMHc26rTZs24aWXXsLDDz+Mr7/+GjabDXFxcRgxYgTCw8OxceNGHD16FFlZWdi1axf27t2LhQsX4u9//zumTZuGZcuWITk5GR6PB3PnzsXjjz8Om82G999/H8OGDUNmZibuuecevPLKK/jss8+wc+dOXLhwAVFRURwbGhcXh9bWVvTv3x/33nsvIiMjsXHjRixYsACRkZHYvXs3Nm/ejMcffxxvvfUWJk2ahGHDhmH06NH41a9+hfb2dqSnp+P8+fN+Ql97ezuSk5PhcDig1+tRXl6OtLQ0Hk+Px4OioiImNRHXI7l2ijF/APzc1ug68X/R8ivSWItClXj2k3JGvEbrnCe3V1FwDHTW/5hMIN8rCqKy8C9bFERZhOIpxc/JwwGAn3JEFnRp7MT6SWkiKmlFMCMH12sJ1WKeKLFQqgFKBi3KOVqgR26rqqqwWq1XPZ/WhpibSu6fOAfXmmPxfy2ApAVEtUAxFdFCpnWd2HfRWiLLwqKbpAiixedrfSb+HQhUiv2X+67VL/KWoTQP4jgRO68YoyRaB8X5koktxH6IwOn/5Xz62Vt+ZMID8mkWS05Ojt9CIKYlAj60EMQFIf5Mnz5dE+BQoc9Jqya+ICQUi4tIa7ML9Lf4zED30v9am6W4yX3xxRd+9dTX12Pfvn24cOECvvvuOwDACy+8gOeffx4bNmxgy5XD4UB7ezsnEyWGq48++gg6nQ55eXkcvDp16lRUVVXhwoULAMAZ5GkcKCHjn/70J5hMJtTW1jKVdVpaGvbv389xBOnp6Rw8S0kvw8LCsH//frhcLvzqV79iNyjSzAcHB7OrEr3oBAhocwsNDUVoaCib5oOCghgsdXV1wW63s6BNY0iUxqp6xSwLAIWFhTh9+jRrCCmOxu12Y9CgQRzoTkJqYWEhIiMjYbVasX79eiQkJLAwnpSUhKCgIDQ0NMDlcjENNvmYv/vuu3jggQcYTBLxAVk6AJ9WdNSoUejs7ERhYSGcTifsdju2bt0Kr9eLSZMmMShVVRWJiYls0aDNLT4+Ho2NjdDr9UhOTkZnZycGDBgAnU6HlpYWdrcyGAxoaGjg9TV06FA+WKKjo9m9jLLEkxWLwGa/fv2YtKCiogL19fWw2+1wuVxMce5yuRAVFYXCwkIAPvfJ+Ph4VmZERUWxJTA1NRXjx4/3O0CJHGHy5MnsekhzlZKSwoQOBoOBgQ1pD5OTk+F2u3HrrbciPz+f79Xr9Rg7dixfV1paynmaaMPNzMzkd4IAEVm9yAWzs7OTiQhorQ0YMABdXb7kv2lpaUhNTWXritfrhcViYUbHHj16wGg0wm63Iysri9co4HOlJJfWjIwMVFRU4Pbbb0dCQgL7p9Nh6PV6ERERwYfObbfdxpTkRCZBBCs9e/bkeaypqYHZbEZUVNQvbm8/Uo4dO4atW7dCURQsWLAAMTExWLlyJb744gtMmTIFEydORFVVFZ577jns2bMHTU1NyMzMhMlkQmVlJXJzc3H77bfj6NGjGDJkCCZMmIDt27djxYoVCAoKQk5ODjo6OvCvf/0Ls2bNYjrzbdu2IScnBxEREXjqqacQEhKCF198EXfffTeysrKQmZmJrVu3ol+/fjAajXjmmWeY2n716tW48cYb8eGHH2Ls2LE4ceIEFMWX1HratGnIzMzkXGs9evTA8ePHMWDAAIwZMwa7du3CmDFjMGHCBLS2tmLgwIEAgD//+c/YsWMHZsyYgfr6eixcuBB79uzB8ePHcdNNN2HHjh3sBtevXz8MHz4c4eHhaG5uRkREBKqrq5mwQ0xW3NTUdJVAB/iEpvr6egD+GnJixBQ1/7LAS8oywP8s1emuUNbT//K5TPsPnS9Uh6woEP+XvxdllmspO8XPtJ5B/QkU8F5dXR1QGFcUhd3gqciyjKydJ5IheczkZ5CgLlo0aMxoj9aydjgcDr9xp/MTCMzyRuNBXgRagr5WbI1YpwjcxHUijpe4nsR1IgrvFIsrP4fGRGwv3aM1/1So3Uaj8aqgftFyKQIfLQAtryFx7OT9XZSNxLkV76OxEPsuz484ZnQeUQyxeI38N/VXbq/WOtBq508pyv8LYvrfLIqiqID25qBx7TUBgviZ1n2B6gCA06dPo1evXiz41dbWXoWmu3fvzqBAq60DBgxAXl6e5rN+Sp+0gBF9N2PGDKxfv16zT1r3kJC6Zs0avPvuu0zTnJbmY/uJjIxkQau4uBg33HADGhsb2Y3NbrczExi5LyQmJuLUqVOIj49HeXk5oqKi2LXLbDbDYrEgPj4ely5d4jxBHo8HtbW1MJvNaGtrw8iRI/H1119zjMyuXbtgsVg4rickJIQz0EdHR6OpqQnNzc3MmmYymfy0f/X19RxYS+xkb7zxBp566il+gYjdjMgHaIN2uVwwmUzIz89Hr169UFtbi/DwcHZl2rlzJ2699Va2klChxJMkbAI+UBgTE8PadypEF04vr8vl4ngamrPGxkbExcWxwBsXF4eSkhJkZmbi4sWLCA8PR2FhIdLS0jB+/Hhs2bIF9fX1CAsLY6uo0WjE888/j+eee47ppYmWvKqqCikpKWhqakJ6ejqOHDmCxMREZhEEfC6d99xzD+Lj4xk8xsbGor6+Hn369EFhYSFTPDc3N6OzsxNhYWHsGlBXVweLxcLrzmazoaqqCj169MC5c+fQvXt36HS+PDs1NTVwu90IDQ1lcEdCukj5S9aJlpYWHtPOzk7ExsaitbUVVVVVzCxDFiZKpqvX6xEZGYmKigoGEAcPHmRmtqioKHR1dTEpQFhYGFOtK4ovLxdZHslqSWDOZDLxIUrxXHq9HomJiWhvb2fSDoqrSE5OZmtae3s77HY7bDYb5zhKSEiA0WiEw+FAW1sbIiMjWXChvoSFheHIkSOIi4tjQhDRYtTY2MhzWlFRgcTERF73BLCIvtzlcqGjo4MtUmQhffHFF4+pqnq95kb1f7zI59TDDz+M999/3++aQ4cOAQAefvhhrFixAk8++STS0tIwZMgQjBo1Cn/+859ZeZSUlIS//OUvHJe3YcMGzJo1C16vF2VlZXjiiSewePFiLFy4EO3t7Rg5ciSD7eLiYqxduxbPPPMMcnJyMHv2bHz00UcYO3Ys9u/fz1ae+vp6LFmyBOXl5fjqq69w6NAhDBw4EFu2bIHT6cSdd96JkSNHIiEhAcXFxezumpubi7KyMjzyyCNYs2YNgoKCsHPnTnzyySea51RUVBQ2bNiAV199FWPHjsWNN97ICo+dO3fioYceQlJSEvLy8rB3716sXLkSM2bMwKRJk3D8+HH0798f586du4p+WtQoA7hKM34tbbcsKGoJjXIwu1gvWU5I4BNZyegeUWCTBc5AMonYDtpLfqzQ9aSskftEygzxOVptoDHUskBo/S/XoTWWtP8TMKP66RygeRDHk85EGXSKbSPgIc9NU1MTgzkRqNJeLIMtrT7I80DPEy1ENFbytfK8XKuIAEsGAGJ9IoAQ15pYx7XkV631rzUGWuuV1iERXMn3y4BQBJBaCjNap+L8yGNG9YvPEO+X3RflsmTJkp90Tv3s1XnkS01FXhTiz49pRwBg3rx5mvcFqoP+7tWrF9LS0qAoih/wWb16NV8zf/58bpfY1j/+8Y8AwDEX4jVak7h9+/ar+qu1EMR61q9f7/e9eL34GT2LBKPZs2fjhx9+QF5eHkpKSuB2u7FixQq88MILeOWVV5CXl4dPPvmEXb3Wrl3Lrl9EChAUFMQ5iChQu1evXrDZbOzOQyxfe/bsgdvtRnl5OYKCglBQUICgoCC0t7fDarXizJkznDj0N7/5DQwGA4xGI0wmE4KDgzm2QZzjyMhIzrNCgidpC8kKRBYPo9GI9evXIzIyktmIKA8Q0QN7vV4EBwdzzEtoaCjHfhCrltfrxaFDh3D58mW0tLQgKCgIHo8H3bp1Q1lZGTweD/70pz8xQUNUVBTS0tI4WZ9Op0NaWpqfG0Pfvn1x7NgxtiYpis/9MDw8HC0tLfjb3/7GMTaq6su7o9PpUF1djQkTJqCpqQmHDh1itjaivg0KCkJ0dDQzerndbiQmJsLpdKKsrAxmsxlnzpxBa2srSktLERUVBYfDwRYpWn833HADx8hERUWxVefcuXNMp97U1ARFURATE8MJYUUig5aWFk7MSTFfVVVVCAkJYdcw0vKS4F9XV4eOjg64XC7k5ubymqKgWYrfIo0f5Xrq9t95ruiwraqq4lgwj8eD48ePQ6fTITQ0FN9//z08Hg+io6Nhs9lw8eJFdhdxu93MQkcb+4kTJ2A0Gjlo3GQysfWSDll670JDQ5GcnIzm5mYUFhbCYrGgtbUVr7zyCmJiYtDc3AyTyYSqqiq0t7cjKCgIFRUV7ObX3t6O48ePQ1EUDB48GAAYqLe0tKC6uhqXLl1iN7zw8HCOecjJyYHL5UJVVRWvb6K8JnpZCnQnUEeMeOHh4YiMjOR+/VICFzqnyIL5/vvvQ1EUv0TEEydOxOTJk3H69GlYLBYUFxdj3759eP311zF58mQEBQUhKysLdXV1uPPOO7FgwQJ+52fNmoWCggL84Q9/wOLFi/GXv/wFp06dwh//+Ec8+OCDuHjxIl566SV89dVXiIyMxJQpU7BixQo89dRT2Lp1KwYMGIC5c+fivvvuY9r0nTt3oqamBv/85z+Zinvv3r0YNmwYpkyZgrNnz7IS6o477mDFX2JiIvR6PZYuXYrZs2dj5syZeOedd6AovrxmiqIgJSUFw4cPR+/evdGnTx/cc889uHjxIpYsWYJvvvkG48aNQ319PV577TWMHj0a3bt3x4svvsh7+o033oiBAweib9++6NevH0aOHIm0tDQmFwHAe2tERISfGylwJW4IuPqMpf2XFE5aQhgpwOg9Fl3eZAGM0jnQs2ShkIp8HlN9svxBQqNIECMLhXSvXLTkoaSkJD9XNOAKuFNV1c+qJoJK8VqxiGBGBJ70P7k2y0IxKV0JkFHdiqL4EWGIVMh0nzgP4v/i2ABA7969/fYqsR+i1USUw7Q+pzrFmKNrxQzJAFcEKFrPpP+1QIJcvwgW5FxF8rzK9WmRQwQq1F95fEV3U/GZ9Lf4DGqfHEtHP7IlTRwv+l5eU2KR15TY7kCAKlD52YMfAPjrX//KAzV06NCrNgJx0cnARl6sb731luY9APDb3/6WnykDI1W9EhxOnx04cABPPPEEXz937tyrXsiioiJm4qLrfv3rX/v1T27vLbfcoglytF46sT1yn7SAnNgO+t3c3AxV9QXnfvrpp36b0x133IFx48bhd7/7HQoKCjB06FB4PB7U1dXBarUiKSmJEybW19ejvb0dnZ2drAUkGmfSsFPy1MTEROTn57PbFSWydLvdOHfuHNNzk4aIAFJDQwPS09PR1dXFFiRF8ZnudTodKioqePMlaw8FjjscDjidTvzrX/9CbW0tb/QNDQ0oLy/3S+LpdDrR2dnJOXqIhUj0V927dy+6d+/OGsnExETk5OSwC+DNN9+M6Oho6PV6XL58GZ9//jm7YAFgcgECBmfPnsWMGTMA+KxWdXV1DNDcbjcefPBBjpsxmUz4+OOPeZ7+9a9/ITw8HF988QUDU4pXqaurg8PhQHl5OYxGI9xuNxN7xMbGsvVAp9MhJycHTU1NCA8Ph9frZTdIAHj66acRHh7OQJQY0sjCQ1Y3nc5HNU6sT3SwpaenIyIiAm63G7t27YLT6WQq6cOHD7NlI+2//f0V5QpDW2hoKI4cOYK7777b74DW6/UYPHgwH6wU/yVq6ohcw2AwcO4cAj1dXV04fvw4goODmSWRLIRiDA9RTNNc0LxWVVWxi01XVxdMJhPHPdH3DQ0N7M5Da5IILS5cuAC32w23242MjAxERERw7BuRDnR0dCAsLAyTHxitAAAgAElEQVRmsxn79u1DV1cXDh8+DJPJxAeGwWBAt27dEB0djd27d6OpqQler5eBYZ8+fdjdYMGCBQB8dO5ery/xKykjzp8/D6fTierqani9XnZb/Z/mUPi/WJYsWYLf/OY3UFUVzz33HFRVxbRp0/C3v/0NqqpyCoCCggKMHz8effr08dv3n3jiCezcuRPLly/H22+/jQMHDuCzzz6DqqoYNWoUVq1aBbfbjdTUVFRXV8NgMODFF1/EmjVrcNddd+HZZ5/Fk08+iaioKKSmpuLcuXP4xz/+gZ49e6KkpAR//etfsXHjRrS1tWHw4MFIT0/Hb3/7W6xduxaTJ0+Gw+FAfn4+nE4nPvvsM5SWliI1NRXFxcWIiorC4MGDMWDAADz00ENYvHgxYmNjMXnyZKxatQrffvstAJ/b2/Hjx1FaWopVq1YhKSkJb731FtLT0xnAT5kyBe+++y5uu+02jBgxAps2bQIAzJkzBytXroTb7casWbPQvXt3PProo+jZsyfmzJmD2tpajBkzBlarFdHR0XjggQcwfvx4KIrCezPF04nuRaIQK5+TWmxU9DdwxQVOvJ/qJaFUKy5BFELlXCfiNXKbRNCklQxSFAhlEKX1OQA+68R+ilYTygtIn8sEJzLQoFhJqksUaAFc5UooEkIQc5447uJ+LbvvydY3+q1FpqAovuS2Yo4zUYYLJBiLVOYyIKZ2qqrKVhcty4Y4l+T1IRZ5nWjNlSzQy+uDxkWML9LqlyjfBgI+8rhQn2TgQ3Mggn+SFeR3S6yPwIwWCKTxFVnx6LdIpCGuI7lPNP9iG8V6fkr52bu9XX/99eqxY8f8OiVOnFx+Sn/kTUOrTvl5WtfK7ZGv3bVrFyZMmABVVbF+/Xo88sgj/N3/BKEG6pcMzgKNR6C+BeqH/BvwZYGOjIzE8OHDkZeXh+TkZNxwww1IS0tj0AJcibcaNGgQfvjhB9hsNrS1tbFm+dZbb8Xu3bthNpuZlKCpqYm1SVVVVbj++utRXV2NadOm4b333oPNZuO8JDqdDqmpqbh06RJqa2sRHR3NBx0BCXoZaaP1er2wWq0cRLlnzx6MHz+ehTqyWhCLG8VDWK1WdjkSrU0ejwdms5ndyFpbW2G322E2mxEZGQmn0wmHw4GlS5diyZIlDGQqKysxbNgwv/GiTSc0NBRFRUXYtm0bpk2bxpTaZG6urKyE0+lkyuTm5macP38emZmZsFgsOHHiBHr16sX+2KSt/8c//oH77rsPFRUVaGhoQHZ2NhoaGmCxWGC1WlFSUoL4+HhERkaisbERNTU1SEtLw5kzZxATE8P++c8//zz++Mc/wuVysSWKrHLV1dUcJ9bU1MQuaPHx8SguLuY4K4PBwAcxxX3p9XqkpaUhJycHmZmZaG9v502zq6sLpaWlSE5OhsViQUxMDI4ePcoEEMQASC58VquVQbJer0d1dTWTKRAltdVqxbBhw3D48GHExsbyGBIhAs1zdHQ0x/HEx8fD4XCwlZOsgNXV1Zw41ev1Msgjy4/BYEBERASqqqpgMpngcDjQt29flJaWwmKxIC8vDyNHjkRpaSnnUwoODkZZWRni4uKgKAqKi4thtVoxcOBAFBUV4dy5c0hJSWESB6fTiYaGBqSlpbHrI4GvxsZG1NXVITw8HElJSWz5ogNLPNRKS0uRlZUFq9WKxsZGP8IDYvJbunTpL25vAQqdU0VFRcjLy8Odd94JRVFw8uRJ9OnTx+/aESNG4MCBA1fVQaQdVMT9fMOGDRgzZgymT5+OefPmYdeuXVizZg32798Pm82GnJwcfPXVV8jMzETv3r2RkpKCpUuXYt68eXC5XGhsbMSyZcvw6quvIjExEZ988gkcDgfuueceFBUV4dixY7j77rtRXFzMOcIoJ9uAAQNQW1uL7OxsZngEgMuXL2Pfvn0IDQ3FuHHjmDiISllZGSwWC1566SVMnjwZEyZM0BwPQPucWrFiBW6//XYMHDgQhYWFiIiIwLp16/Dll1/ijjvuwGeffYZp06YhLy8PDz/8MHJyctDW1oa6ujpWxCjKFddQrTNUdLcShSlSuonC5f/H3nuHR1Vt7+PvmZRJJj0kkwoJgUCAJJQEiHSQ4EUELHRE5EoRsCAgoCIgRWmCFAWlCgqi0iXSRELooYWehEh6nySTOmlzfn+Ma7HnZML1/j7f7/3e+3nufp55ZuaU3c4+e693r7XeJd5PQqAsm3x+RE2TKMiJQnpja35jsoRICmBpXRa/RQ2FMr+srCz4+vqaCewiuKBwCFQXpfmgmEjwpA1JMS9RiBYBm0gCUVdXZxEEWDIXVpIoiGaOSnM6yictLY1DSCjlG/qtNOsTAZylZ03HVSoV11+Zr1g/uq4xjY4SkChNDenbkrmgEiBbAjRiOco+aKxtlCd9i/1PMpKyTNEMkK6l+8RwFCLAoc0E0adIHDNK4g5lnaluYluV78P/GrO39PR0s//iw6TGz549u8EDf9pHRJFinspBSXSxANiZ1RJiB2AWH+irr74CAPTv35/zIuDTvn17SJKE8ePHN0C0yg8l5eSpHNSWBjd9RM2Uso8stUPMTyy3SZMmkGVTvCDSUuTm5mLhwoUoKSmBra0tB4V0cHCAXq+Ho6MjampqYGNjAy8vL6hUKty+fRve3t5wdnaGSqVCaWkpEwjQbnhKSgrKy8uxbds2Zt2iAJNubm68296iRQumUSY/IIp4D4BjrSxevJjj26jVavz000/szyLLJvvtli1bclBY8oWprKzE3bt3edKmeDRi/+Tk5PACqtfrkZaWxkHaiFGrpqYGLi4uWL16NQoKClBUVIS6ujpkZWXxAqvX69GjRw+kpKRAo9Gwr0VMTAyqq6vZ6Z3MBmxsbBAUFMQAqaioCCUlJbz7TyBt3LhxcHZ2RmhoKH799Vf2xfHy8kJVVRXTZet0OlRWVqJTp04oKipCixYt4OTkBIPBgJqaGqxcuRLPPvss3NzcUF9fz6QIKpWJVS0gIAB1dXWs2bGyskJhYSE79xM7GgnmNB7q6upw48YNNGnSBHq9HkVFRSgsLGSnV2Ll0+v1KC8vh6+vL9uKk9bLy8uLNXJVVVVMMU19SztVREzw1VdfwWg04ubNm7zrWVBQwM/VyckJRUVFTIrx+PFj1NXVcYBXqpcsy+yjBTyJUUKLQn19PfvHqVQqhISEIDMzk6/t06cPMjMzmThCkiQGlY8fP2YzTmdnZ75uxIgRMBqNiI2NRXZ2NqytreHv74/09HS0bdsWOp0OLVq0QHl5Oerq6tiJPT4+nssg4Eg7a0ajEZGRkaipqWFNm4eHBzMl0rH/psZTdnY2ACAgIICBjyzLCA0NxY4dOyDLMhYuXIiKigp4enpaXJd8fHwaXadef/11BAYGIjY2FsOGDUNMTAyMRiOWLFmCH3/8EQ8ePEB8fDzc3d2xePFibNmyBZGRkTh9+jTy8/PRrl07tG3bFnfv3sXDhw8xcOBAdOzYEc888wz8/Pzwxhtv4JNPPkFsbCw2bdrEWsJp06Zh0KBBWLBgAfbs2YPo6Gj06tUL06dPxw8//IAjR44gKioKgYGBvME1bdo0AEDPnj3h4eGB8PBwnpNCQ0MRGWmSS+Li4hAXF4czZ85g4cKFiIqKgiRJbP46Y8YMtGjRAnq9Hk2aNMGDBw8wZMgQ+Pn5ISgoCCdPnsTEiROxceNGREVF4Z133sHhw4cRGhrKccTI4oBMu4DGNzzFdZGEN6VMQIm0FDQHKIVm2lwQgYl4XrnGS5JJMy7Wg8hlxOuUJrUiwFDmT4mCPYtjSgRJSqprou63dC0BI3EMA+C1lOZbMYkx9ihPEcjIsszm1VZWVmZ5KUEBfUgYV+YTEBDQADCKH6UGUDkeLMlZdK0SJFPfWHqulogGxPFjScAXz9G4Aiyb64ltEJ+NpXFqaUwo6yLeR2OMkgh8xHtEEEZ50n8CxqQpE89T/iKIpDYqtaTKflISRljq57+a/u3BDwklliYhGpgHDx5sMCif9rEEhpTgQJafBGKUZRlDhw5t0Lni/Y8ePeJ6TZ06FR9++CFfJ74oRHhAzHFKFa34vWTJErP/yt8EpJSLpZg2b95sdtzSwGrshbc0QYj9GBMTg7179+Lrr7/Grl278M033+DatWsoLS3Fp59+yr43siwzeCIGOXIgJ2dwmnAjIiLQvn17aDQabNmyBbJssiFu1qwZC5QGgwFGoxFeXl4s8JKZF1EwE5UzTY5kulRZWYlBgwbB3d2dd2f0ej2TLlB+dnZ2cHNzg5OTEwMvDw8PODs7Q5Ke2Al36dKF/YPIr6esrAx2dnZ4+PAhB4+1srLC4MGDeXefNB9UN0dHR4SFhaFv377s+A4A3bp148kiNzeXY9KQ+Ru1aceOHfDy8mKBn8wXSJtjNBqxadMm7o/U1FTU19cjPDwcarUaer0eGo0GBQUFXD7txqlUKrz//vvYvHkzm3bReHZycuI4SLTDTOZeSUlJAEwTcFJSEkpKSthErqqqioFYYWEhjEYTZS353RDQeP755zkgbWFhIdq3b8+aOtqdJA0QmaQRGAwKCuLJ32g0okmTJlCr1Uz/7OzszCaOdnZ2yMnJYaBGx2i8lZeXc0DSuro6Zn4jE026T5Ke7DQDwI0bN1BSUoLCwkJkZWWhtLSUTdkKCgpgMBjg4ODA95Ozu6enJ0pLSxEUFITq6mr88ccfDOpUKhUiIiJ4ka+pqeH4XDqdDtevX4e9vT1sbW0xbNgwAGDNEmDyqSIyEDpHfUimebQRQMFplWYc/03mKScnx+I6Rcxn9Jyio6OZyl75EWnFG1un+vXrB1mWMWjQIKhUKpw8eRKffvop1q5di9zcXLz//vu4efMmsrKy8P333yM5ORl37txBdHQ0tm3bhvv37+PEiRPQarWIjIzE7t27odPpUFpaipSUFOzfvx8rVqxA3759cfToUSxevBgXLlxAUlISunfvDkmSEBsbizt37mDYsGHw9vZGt27dUFVVhcmTJ+PFF19ESUkJJOmJ78ajR4/QoUMHbkd8fDxkWUaPHj3Qo0cP9O3bF4sXL8alS5ewdetWXisGDRqE8PBw7Nq1C+PHj0fbtm3h4+ODb775BtHR0ZAkCWFhYRgyZAiqqqrw3nvv4dKlSyguLkb//v1x+/ZtzJgxAx06dICbm5vZHCXG3qLnBTzxbyHBU1wD6T8Afscl6YnvnCWhno6JSTlOKN25c8fsGrJ0EI8pQYxYJ0v+ELIss4UFnVOpVGY772SFQPmVlpaa5aGst7W1NXQ6ndk9StYx8XqxLyjAtDKJQEKMO0jrLPW1qJ1QymyAafOBSHGU9VcCMKqrCC5ETZ0o84j/ldotAGYMZkrthPJZK2UwZX9QvuIzUoIVSzKhWD8qW+mzJl4v5iv63IjtE5+dsixxrFNdlZpHEfgq7xf9l8T1RTmHKuVyaqP4rQSufyX924MfwLJqT3wwBFKUi4VSqBfvVy4yyjwby0s5GCwNREmS8NlnnyEgIACSJPFEYWkyITMxZR0kScL8+fPRt29fvla8T5ZlJCQkWAQ8jYEpSyBJ+TskJOQf5iUOxpMnT2LOnDnIzs6Gu7s7Tp06hWXLlsHW1halpaWoqalBVVUVysvL4eLigpdffhk6nQ56vR4dO3ZEixYtzOiBbWxscOXKFahUKkyfPp2FzQcPHsDW1haZmZnQaDSwsrJCfHw8NBoNm6yRdodM7Qg0/Prrr6wNsrOzw3PPPQeVSsUTdmlpKQoKCtCkSRP2C6GYLxkZGSgoKICtrS2XoVar+aXOysqCg4MDZFlGYWEhx3UBTM7PxBam0WhYu0HmeYWFhRxMtKCgANeuXYOzszOqqqrg5OSE2tpadO/enVn3OnToAH9/fwYkQ4cOha2tLceyKS8vR1JSEmpqapigorCwEC4uLnB1dUXTpk2ZMY3MBcvKyqBWq+Hv74+ioiLe8fTx8WHNmbW1NWbOnIkvv/yS2f0MBgOTSmRmZqKoqAjOzs7sQxQZGQkHBwc2P/H29salS5d4giQgWV5ejm7dukGWZTZbo0CbZMdPTHwODg749ttvedIks0UXFxd4enpCpVJxfxqNRmZnJDM88gcKCQmBSqWCg4MDampqkJCQAHt7ezx69IiJF5o0acILBwEOMkGsr69HQEAAjEYjWrdujZqaGvatIft2Mr8cMmQIrK2t0bRpUza/IzNPWqRJA/P48WM4OjoiNzeX6cGJ7IP8c5YuXcoaISJRKC8vh5WVFU6ePAl/f38AYCZGiq8UHh5uNo+I7aH3QpZljoUky08cXcn/67/p6emtt97i3zRPDhw4kOfYl156CRcuXGCTRuVn1apVPG+++eabZnbttCZMmTIFkiRhxowZiI+PN7t/1KhRbE58/vx5xMTEYOjQofj+++9hMBgwe/ZsDiUwe/ZsfP3117hx4wZ0Oh3Gjh2LFStW4MqVK5g1axYyMzPRvXt3ZGZm4r333kPLli3Rrl07fPXVV+jYsSNu3LiBefPm4YMPPoCfnx+aNGmC3NxcREdHY+/evejRowdeffVV7NixA0OHDsW3335rFpyb+oj8ed966y20aNECb7zxBiTJRJjyyy+/ICEhAePGjePg4n379kVxcTE++OADTJ8+HUlJSTh69Cjat2+PtWvXYvLkyZgyZQrmzp2LmJgYjklUW1sLjUYDX19f2NvbIzk5mTX0yrWQhDH6b21t3YB5DHji3C0yspGQKZpsiRoDS2sxHXNxcTFby5UbDpZkE0qWBHL6nZiYaKYtUjqpe3h4mLVNaXok5ktCq1JeEc3kqL8oicCAhGSlMC6WoYyTJD4j0qhRUj6X1NRU1uaLfSYK9tRGAnJi28jHU6wb5SUCSEvAS7yH5naxD8kMTLxO7BOlrCVScIv9LpJNWAIW4jHqH0t+aeKzpbVArIsSrInjR5LMgahYT8BkdUP9pCSDEF0TxPpQ+U9Ljcmhynb/lfQfAX6AhjbBlgCKEtQoBXtKlu5T5kmO+ZaAUp8+fSwCJmWZ6enpkGUZHh4eFgcp/abrx4wZ0+B8VFQUALBpX2PtsDTxie22BNDEY3TdgwcPGm2PpYl7+/btTOhAkZUJmH3xxRdITEzExo0bkZ+fj+rqauj1epw6dQqyLCMzMxNnzpxh3wqVSgUvLy+0bNkS9fX1mDJlCgtvWq2WTdWSk5OhVqvh4eHBO9qiY75Go4FWq+Vzt2/fBmCahInimIgYZNm0M9amTRumuSbgI8sygoKCWHNCVN9kRgUAFRUV/JsmDh8fH9TX16N58+ZQq9WsqXjttddgY2PDfi9arZZ3XOzs7HDy5EkMHz6ciQYcHBxw/fp1NuUj4EG+JXfv3mV/pn379nF7SfshSRIiIyNRWlqKnJwcHDhwgLVMpKHJzMxkfxdPT0/ExsZCrVYjMzMTarUapaWlqK2txdq1a5GTkwOtVsuxN0iDpdVq4ejoCMCkVairq8OZM2fQqlUrAGDTrZdffplJBPLy8lBdXY3y8nLWXHh6esLe3h7Ozs7IycmBSqVCfHw850EAgBYR+m1vb8+7zKQBdHNzw8OHD5nNj0z1amtrcf/+fciyzGatCxYsQEBAAAefpedKiYACRR5Xq9UIDAxkgGlvb89mNeJiTYs8abVCQkIYvJLfkKurK2TZtAPt7+8PZ2dntvX39fVFUlIS6urq2E+ie/fuqK+vR2JiIkpKSiDLMlxcXFBaWorw8HBoNBqmFa+trUV2djasrKwYMBuNRtb60aJkMBhw+/Zt9rMSx7dKpcK1a9f+S3jwF9KXX36JwsJChIWFma0NL7zwAiTJFE9uyJAhuHr1qsU51t7eHjU1Nbhy5Qprkmmu/fvf/w6j0YhRo0Zh586daN26NTp37oy5c+fy/T/88AP/trOzw/79+5GWloZt27ZBpVLh3XffxbPPPouvvvoKa9aswQcffMCaIVmW8d1332HkyJG4ePEiysrK4Ovri9OnT6O6uhrnz59Hz5490aRJE+h0OhQUFODEiRPQ6XRo3rw5rK2tce3aNeTn5yM9PR1xcXFo164dXn/9dcyZMwdXr17Fpk2bGqxTK1euBADMmjULPXv2xMCBAwGYLD4kSWJCA2JVPXPmDFxdXTFjxgxs3LgRpaWlyMvLQ2JiIrZv344tW7YwGUvHjh0Z1C9evBhTpkzBtWvXsGLFCnTp0gXNmzdHYGAgx4kjiwLqQ9EvU3R8B8DaE+DJxgFgvp4rY8CI99O14jklILAEmKhM5dosmiophWLSbikTXUNAgMoTHc3pvFhv0d+HylKa3YlJFI7JRFDsJ6o/ARRRc0PfIsmACFCUmrDU1NQGcpmynWL/kVWG2Oci6LQEAETTOWqbqMUQr1XKY0rhXew75Tnl+NFoNGbalsb6W6yf0r9KqZlRtpG0VmIeyn4T/1N5tFFDAJHAsGjGRvUWwS0lSz5XyroSALTUZnoGjZ2zlP7twU9ERESjwOezzz5rAEz+0QewzB5BLz0dE1W/4sfb2xuxsbEN6kIpNDTUrBzlS6gEKl999RUf27NnT4NJjdq4evVqLoPoU5UTKSXli/G0AaF8Qenz9ttvm12nrJfyXktlJCQkoLS0FGVlZdi4cSPWr1+PYcOGcYyeU6dOYd++fcjPz4der0dtbS2+++47FBQUwMrKiim21Wo1WrZsCY1GA3t7e4SEhKC+vh7u7u78chKrWGZmJgfmJP+Yzp07o7q6GpmZmbCxsUFKSgq/XOQvRLTGBA7IXI1irhiNRo4nQ8IkASdRiKyqqmLTpmbNmvGEo9fr8euvv3LAVTc3N7i6urLavbS0FAMGDEDv3r0ZMNnY2CApKQm2trawsbHBiRMnkJeXx5q0srIyjhuzbNkySJLEwJA0aefOnUNZWRkuXLiAH374AcATJ1fykaqvr2cBqF+/fhwjyMbGhifBdevWoUOHDrh//z6MRiPc3NxYe1JeXg6NRsPmeKQZ8fX1ZZ+nuro6xMXFMS0saZXc3NyQk5ODwsJCtj0nNqra2loEBASw5qukpASbNm1iAEgaLgqqKk6Y1tbWuHz5MlNCU76iU+qdO3egVqvx5ptvorS0FIGBgQzeKN6P0fiE9lx08M3LywMAbhuNRaXt8sGDB1FbW4uSkhIUFxez1qempgbl5eXw9vaGi4sLm30ajUYEBwezn1hlZSU7nKrVao4jRn4TFAPLyckJkZGRKCkpYc1odXU1evbsCcDELEjBezt37mxm+mI0GnmsOjg4cByhsrIyODo6okWLFo3OH/9NpkTr1Ntvv41JkyaZzfOdO3eGTqfD5s2bsXHjRsyYMQOSJHEAZHHObdOmDQYMGICMjAyzzaTt27fzPEPgXZZlLF++nO/v3Lkz/54xYwaWLVuGVatWYezYsSgtLUW3bt3w2muvYcSIETh06BC+/fZbDBo0CPPmzUNISAiuXbuGhIQELF68GB999BGqqqqwbds27N27F25ubti6dSvmzZuHfv36oVevXujQoQNmzZrFZCLZ2dkYPXo0rly5gosXL+LatWuYM2cOXnnlFZSVlaFt27aYM2cO95ksP/HJoXg+x48fR0REBJtrEovctGnT0LNnT+zZswctW7bEiBEjIEkSPv30U2i1WgDAhAkT8Ouvv0KWTWRDFEya+uTs2bP49ttvMWrUKMyaNQt9+/bF5MmT2Y/x0aNHHPKANtIkyWQWRqQm1O/0HzA3kRPZqkShWploU0Q8T9fTcUumSpbWX6VsoVyLmzdvbrZWUz50Ha2XIiAQ81fKTWShIZ4XBXiy5FDKWWTuTG0T6yOyg1F/Un5ie0Stv1L2AoCgoCA4Ojo2AA5K+ZGSqI2h41QXJZARTajpehL2Rf8VWZbN/LXEvrYkJyljRCmvob6iIOxiWUpZU5lELZkl4EJJNN1UysXifUrQI35TEkGhqC2jbyV5gtiPIuARtXKUlEBVfK7/bDiGf3vwIyYlMv76668bdMI/+gDgnThl54mOi4RcxQEpyzI7OlsCY5Ik4d69e/8QJIi/p02bZjaQxQetfPmISnvEiBEAwPbfyjqK/aRMlvrD0rVdu3a1CByVeYSHhzcAUPTdunVrBoqUnn32Wdy9exdTp07FmjVr8MYbb2DHjh3YuHEj1Go1fvvtN1y9epX9TO7du4c7d+7g5MmTAEwvh4uLC1QqE50y2Zc7Ojoy7TJpPSorK1FaWgpPT084ODjwDmVkZCRrIOrq6uDv74+ysjJ4e3vzDhrtlGdnZ3Oe1tbW/ELS5Ep+G8SC5Orqinv37qGsrIxN5lQqFTp27IgePXowOYK1tTXs7Oxga2vLLHHFxcVYunQp16u4uJhBOO1QqdVqdOnSBWq1GleuXIFarYaPjw8ePnyIyspKtGrVirUder2eqXFdXV2xYcMGswWWytdoNHj48CFUKhU6deoEtVqNiooKFuytra3xzjvvwNXVlSdJMkdTqVQMaGhSI8H73r17PIbJDp9U3mlpaQBME2dJSQk8PDz4P9FI00JHAn7r1q0xY8YMphKlCa+goAB79uzhHSvyOaJ6UbBQyt/f3x+SZIoHZDQa4e7uDq1Wy3V1cHBAfn4++8Skp6dzTCty4Lx37x4Ak+BA/USAkxYDGxsbREVFsQNveno6Hj58yGQWeXl5SE1NZXYtYmhLS0tj0802bdpwbCuVSoVx48ZBkiTcvHmTgXtZWRmMRiPS0tKQnp6O1q1bM3vT8ePHYTQakZiYyE7Foi+BaP4pyyZtbElJCcfdothM//X5+Wtp7969ePfdd9nPhzZF2rVrh3Xr1qFjx44YNWoUZFlmQZ38WmVZxqefforU1FR4eXlh/vz5PLcOGDAAsmyizu7evTszI86ZM4fvJf9K2ixLSkriOvTs2ZPXhtdeew3p6eno378/Vq9ejWvXrkGSJHTo0AGvvPIKTp8+jVu3bqFJkyY4f/48pk2bhoKCAsTGxqJDhw44duwYbkE6DVoAACAASURBVN26BY1Gg27duuHDDz9EcHAwzp49iw8++AB37txB9+7dkZ2djbt37yI/Px9RUVHYunUrVq1axTv7EydORJ8+fdCxY0dUVFSgW7duGDFiBEJCQvDTTz+xhqy2thazZs1C27ZtMXbsWLRq1YrHoyggSZIpTERhYSGeffZZ1gLIsowPPvgAY8aMgSRJHIZBp9MhLCwMx44dw4ABA7Bo0SJm1czOzkZJSQkzRNrZ2XEoB0mScP/+fZ6fiFyE4ocB5r4c4lpL9bSkhSDgRHO0aC4GPNHAWPKZEc3sqBxKDg4ODXbRxd16ZbBRKteSDEN1IJ9UccNJeQ/NK+SHSpuUogAvym3UfrIiEMumb1p3xaCtYt82/zPOnpieBjwAc5BJc3hj58S6KEETtcXKyoo37MTrjUYjm4OJ19P94jMSxwgds2Q2J4IxpRZMli0TYSiBkiRJZm1W+kHRppzYfipXbLP4fGh9pndE2U4l4QG9NwQElWNJmURwLbbZkszbWPqPAj+A+cMTJzcRgDztAwDHjh1rcB/F+KH/tJOuBDeNAR9xcCnLswQ23nvvPV5wgIYInv737t0bkmRyMt24cSOAJwx4v//++18aKI0NDuXLV1ZWxv9fffVVro9YL7pPkkzsRJb8jsS2KJ+beG2bNm2wdetWvubUqVMAgBMnTmDHjh04evQoDAYD9u/fj0ePHgEwvSQPHz5ERUUFMjMzYTQ+CVopPg8AbJYUFxfHQnplZSWbrwGml62wsJCDWhLwoEkqICAAzZo1Y+GXJn96SZ2dnVl7Ymdnh6SkJLRq1YpfTiJluHz5Mk6fPs2CPPlA0eJD/jehoaEcFBQAxo8fz9TN7dq1g16vx71796BSqRAaGorq6moUFhZizpw5bDpGk4qdnR369+8Pg8GA0NBQBn+1tbWsXauurobBYGC2r3Xr1rHzP5nU0cRWUlKCzp07Q6PRcGwog8EAHx8fAOBYS0QVTvGYAJPWhUz5amtrMXLkSNTX16O4uBgtW7ZEVlYWa9HKy8s5+C0FhQVM2os+ffpAlmXWhFDefn5+PIHTAkYCqK+vr9n7QBNvUFAQsxOePXsWjx8/ho+PD2pra+Hu7s7OudbW1nBycmJiBmtra3Tp0gVWVlZwcXGBg4MDB/QlelKKLVRTUwNnZ2cEBpoC2vbt2xeVlZWws7NDcHAw3N3d2exTZA4sLS1FZWUlHj9+zBowo9GI69evsxketdfGxgYuLi64ePEimjVrhurqaqSnp0OtVqNfv35MGELvRnJyMurq6phWWZIk2NnZMb01AVCqlyVTif+mp6cePXpwf5eUlCAnJwdTpkzBL7/8giVLlqBp06Zs0kVm1E2bNsXHH3+MwEBT+IDLly/zfPnyyy9jyJAhaNOmDUpLS7F582aEh4fDwcEBwcHBkCTJjJG0rq4OK1eu5DrMnTuX58fdu3ejc+fOGD16NCRJws6dOxEVFYVZs2YxGUGLFi3QtWtXLFiwAEOGDGHf1OHDh8NgMGDZsmXYuXMnIiMj4eLigrS0NIwZMwaRkZE4d+4cZsyYgYCAAHh5eaGiogIpKSkYPnw4du/ezX5927ZtgyRJyMzMhEqlwvPPP88fcTPFxsYGo0aNQuvWrREaGoo+ffowGPz4448BmK9T5PdGfTtv3jx8+umnyM/PhyzL8Pb2BmDaPLx79y7i4uLQ50/mxd27d+Orr77iT3p6Oq5evYrevXvjwoULMBgMqK6uxpkzZ1BRUcFhBYxGU0wtEvYAcydyZbL0PilN65S79iSUKgVZABxc2VLe169fb7Duk3krYAqCSuuaGJeN8rLkn6GkwiZLCAJvJHjTc6S6ijGFxDqRjxW1QynYi+UCYBCq1J5dvHiR/VmVcpmoBaJvZfuUQEY0AVQy7YltFMsyGo2NOvCL2gm6nmQRS6CWjosgQTRZVvalsk+UfkpK0K38LW7cic9TlBWVz0QEWdQ+UROoHHuizw/1H5Un9o+ogWssWZI1/2r6twc/9OIqEb4lwKMUsJ/2Ud7Xpk0bswc1b948yLKMuLg4i+DBEuBR1k2sr7K8NWvWAAAHfhOTeC9pTnr37s3HSZABgPnz5/N9yn4g0xhy7FSCFyWoE3dcngbwKOXk5DwV6P0jECrmK8syzp49y2U8evQIL7zwAps/fP755zh79izWr1+Pu3fvYunSpdiwYQNu3bqFbdu24fjx4wCexG0g5jaNRoPHjx+zqVR1dTWCgoI45o8syxwUsLS0lP0xCNxkZ2ejvr4elZWVcHV1RW5urtmOBfmT1NfXo7q6Gl5eXky8AIB9h6qqqtC2bVvU1NQwK1h6ejr7rRiNRiYnqKmpgbe3N6ytrbF3716+JzY2Fm5ubmjXrh2srKzQpk0bjkexYsUKyLKJ/IPy0mg0OH/+PHQ6Hby9vXHx4kXWILm7u8NoNMLf3x/V1dVo27YtAJPGr66ujk1oKioqeCLbvHkzMjIymAnNxsYGVVVVPB4LCgqg0+kgSaYI7w8fPmThxdbWFvHx8WySRwI4gQ0fHx8OlivLJnbAiooK9mui2Eq///47g6uqqip+DlFRUeyzAgCurq5IS0tDXV0dm7GUlJTAYDBwcFUCV8OGDUPr1q2Z5U2SJLRo0YLbB4BN5yhYqr29PTPFVVZW8o4mCT9UZwKyBoMBISEhzKJGu4N1dXXw9vaGwWBgsghfX1/U19fDwcEBgYGBzAxoNBqRlZXF4I0COhIACw0NRceOHZGZmYmAgAD211GpTHTkpNmOiIjgmFq0uIlUzdXV1SgqKmJzQqWT8X9TwySuU3v27MHf//53/r9p0yYMHToUBw4cwMKFC7Fy5Ups2LCBfQkvX76M/fv3IyMjA3fv3oUsyxg1ahTeffddDB48GD4+Prhx4wbWrFkDa2trTJ48GQMHDkRQUBA2bdqEhQsXYtmyZVi3bh0OHjyIY8eOQZJMZCzDhw/nuf3WrVvo3bs3OnTogN27d6OoqAgXL17E0qVLcfjwYcyePRuSJGH48OGQJAkxMTH46KOPUF9fz8yix48fR21tLc6ePYslS5bgxIkTCAoKwjPPPANZNpnnzZw5E2vXrsX9+/exefNmFBYWcmDSbt26QZIkuLu7IyEhAWfOnGEzwTlz5sDW1hbTp08HANZUZ2VloXPnztiyZQtOnz6NHj16wM7ODl988QXXaeDAgcy4ajAYcOXKFbz++uuIjY3F+PHj0aZNG9bukvUGfUgTTMHFxU9ubi7Wrl2LhQsX4ubNm9iwYQNyc3NRUlKC33//HWlpaZg8eTLs7OyQmpoKR0dHVFdXsx9ReXk5s8sRcAIsr69KUzFlPBnR11Ep8Io7/KIATPcp5RKl34pYjtKsSunvJwIAylt08CfhVjQJo7rRukggjvIiohgl1bVYjgh+xI0fyhsAm4JbIoAQ60H9YykWk0h4IPoaUT2oX8TnKIJe4Ml6oZQFRQ2L2L/iNY3JqhQ4W5TFlP/F50bflmRSS2BBzFMJcMS2i6bjIkAS87REz011IQsaWscAyz5T4mYm3Ss+N0v9+88k6398ydOTJEmpAMoA1AOok2U5UpIkdwD7AAQCSAUwQpblYsn0RNYBeB5AJYDXZVm+8U+U1QCEUKJjvr6+vJA3lsiPBoCZGtJS8DnRXIDKeeGFF/DLL7+Y1UHZ+UrApjxHPjVKUKEEEStXrsScOXOwbds2s/PifWIUXYoVAIDZgGRZxpQpUzB27Fh89913DfpNzFc8bqluSlAn/r5161aj+Yj/u3fvjgsXLpi1pbEyp02bxnEjyP77xIkTfJ5+5+bmIiUlBXZ2dhg9ejQ++eQTrFixAmfOnMHFixcxb948nsiOHDmCiIgIFBUVwc7Ojp3kSTCn37W1taisrGQVtqurKx48eAB7e3velZg5cyasrKzY6ZX8X/R6PSTJ5EwvSaZdXR8fH+Tk5LAgT6xkpAkgx3NnZ2fk5uZCpVIhOjoaer0eRqMRnp6esLW1RWJiImRZxuXLl+Hj44NOnTph+/btKCkpwfTp0/Hjjz/yToq3tzcLGjqdjrUgZNLk7u6OoqIipKamsh+Kq6srbt26BS8vL7PFAQDefvttuLu7w8nJiX1NEhMTWdtBk35RURHKysrg5OTEGqamTZsy61KTJk3YIZ8mdtIiGY1G6HQ6ODs786Qqy09iGxH5AfBkggwICGC2OkdHRxgMBjx69Ii1XZJkMoN0c3PjiZPMi6ysrFBUVISamhoGxWfPnmVCDV9fX+j1en5mNTU1SE1NZQ0J+WCRKSFpVYhxjbQ04oJMmkJaqAFwsFYyKbG3t0d+fj4DUNJm/frrrwgMDMTFixfRsmVL1sLZ2Njgxo0bcHJy4sCLVDbFp6IFR61Wm5kC0nO3tbVloERgUqvVsk/cf2r6V65Tc+fOxejRo1loioiIYO3oO++8g9mzZ2Pw4MF46aWX4ObmhuDgYFy9ehUA0LdvX9bmuLi4YMSIETh69Cj77kRERGDGjBkYPXo0x0r7+eef8fXXXyMtLQ2BgYFo2rQpzp07hxMnTsDNzQ3vvPMOB7hdtGgR+vbti19++QWPHz/GwIEDUVJSwiae9fX12LRpE3766Sc4OzvjvffeQ2BgIFavXg1ZlpGXl4d79+7h2WefRZcuXRAXF4f09HTcuHEDXbp0wfjx4xngvPbaa7Czs8Pu3bv5nSP/sblz5zID4ZIlS2BtbY0ffvgB9+7dw1tvvYXg4GAUFRXhzp07vAF45MgRTJw4EQkJCXBxcUHHjh1x7tw5vPTSS5g3bx7Onj2LgIAAREZGMugfNGgQpk+fjpiYGJw/fx67d+9Gv379eM0hwENBfkXq6w8//BCffvqp2To1ZcoUtG3bltephw8fIj09HQsWLODn/+qrr+Ls2bPo3LkztFotbt++jWeeeQbAE2Fbkkza1vz8fHh6evJGCTFTyrLMJD4i2BCTcvNQFFLFYJydO3dGRkYGt4HupZSWlgY3Nze+V7nZoVyfAXCYCLqONDeUB10jXkvEP7JsYpIUZS8S4sl8WBSsKU9ZbuhALwYTlWWTeWdZWRmHEBHBpfJeoGFsHAJgdI1S6Bb7pDFZlMCAUj6i+UAU9Kl/lBohMU8xYKgyDg5ZvFAfWrpX7D9lfZR1VLZDvFasn/I6pT8UkbcQmBX9S6nNlsprTI4Wy1YCUEvy6F9J0v8fxKSoXCqASFmWC4VjKwEUybK8XJKkeQDcZFmeK0nS8wDehmlR6QpgnSzLXf9B/jJgWYhWXNdgEANgMyTltcp8dDodO/qKyZJADphMtiZNmoSZM2c+tXxlWY09YGXq1KkTbtx4st7SvdnZ2byQSpKEXr164dy5cxYBlHifWCeKkK2sQ2NjwdILYul5NHZdY3mK58V7mzZtigcPHrCphZgs9V3fvn1x5swZzrNly5Z49OgRpk6dioMHD2LJkiU4duwYs3u1a9cOiYmJrCVSq9UcE6i6upr9iWpqapCXlwdPT084Ozuzb4ckmQJFDhw4EAcPHmTB39/fn4NxFhYWIi8vD+Hh4ezLERERgaSkJN4Za9OmDfvFlJaWws/PD3q93syZNCkpCcHBwWxCVVVVheTkZAQFBcFgMECr1SIrKwtZWVkICQlBfn4+AgMD2Vdn5MiR+Omnn8x21srKytCkSROUl5dDpVJBo9GwyVOnTp3w22+/ISAggOMb2djYsIZx0qRJrJUiR/ycnByo1WrY29sDME18np6euHHjBgcgJe0ZOeMXFxdz3u7u7lCr1RxriQgHysrK0KpVKyQlJaGiogJlZWUIDg7mZ0NkGGRKWFNTwztK5eXlzH5HY6uoqIhjiFD/1NbWIisrC23atIHBYEBxcTFcXFwQGxvLJqcEEEVwQ/kDYJNIGxsbPk/ax9LSUmi1WgYipLFydHREcXExU3Tr9Xre1czPz4eTkxOTOXh5eSErKwtarRYFBQXw9fVFQkICIiIioFar2e8sMDAQmZmZqK6uho+PD+rq6lBRUcHg3t3dHZWVlSguLoarqyv3HxFslJeXs38ACRYUR0qlUuGzzz77S5Gz/x3T/8t1KjExETqdDpcuXUJWVha6d++OX375BQaDAWvWrMHFixfx6NEjzJ07F9988w0Hhj58+DC8vb2xY8cOfPnllwgPD8fFixcRERGBl19+Ga+//jpiYmLQvHlznDx5EpIkYc+ePaiqqmITrPz8fNjb2+PDDz/E5s2bMXPmTBQWFmL8+PG4cuUKfvzxRzx8+BCTJk1C27Zt0bt3bzz77LMYNmwYSkpKkJqairCwMMTExGDw4MHcriFDhuDIkSOYN28ea1Mpptz48ePRrl07REdHo2PHjpg4cSK0Wi1SU1Mxbdo09OjRg/oMkiRhzJgxWL9+Pfr27Qs7OztcuXIFALB06VLMnz8f3333HXQ6HRwdHbFq1Sr8/PPPyM/PR79+/fDTTz9h+PDh2LhxI5KTkxEWFob6+nq8+eabeOWVV7B161ZMnToV9fX1yMnJYUuOL7/8EiNGjICnpydeeuklHDhwgFkySfimOhKpC/0nyu4HDx7Aw8PDjMQBAOcnrrMzZ86EnZ0dfHx8cPPmTdja2sLV1RXXr19Ht27dYDAYWGsk+v5YIj0QE62H9M4qmdloY0kkERA3lMj/QvT7o7ldvF6k8Fbu8gNgMzoRFNAxEljJbE/c9af3hTb/RHlABEHK9tN6KAIwSTJRpFMIBlHjReCHxhxdT35ISu2YEvQogZAIZmhdFbVZSp9xEYj9IzlRHH+iXCVqSuga2qilPBrLX+xTsS7KvlaOK+U5MT8lKCdwRs+E/HZp85EAEmmWRCCjrKeyHeL30zYDAOCTTz75S+vU/y2zt6EAvv3z97cAXhSO75JN6TIAV0mSfP5qppYGk3Iwi9cAQKtWrSwCGvqm+9evX282IJ7W+ZIkYc2aNRzlWMxLlmW8//77ZvVRli1JEvvvAGAHWPFjCfgA4CjgM2bMwO7duxEbG8v0oJTId0bZFqrTkCFDzPpEbBvZUFsCiE/bJVCmp+2KKPulf//+Zs8iMzPzqVTjynx+//13szIp7tOmTZuQk5ODuXPn4tChQ1i9ejVWrVqFWbNmATCBQGtra1RWViIzMxP29vawsrKCwWBgcyIPDw9kZWXxxCnu3HXt2hXu7u48IZWUlKCkpAStWrWCq6srfvzxRz4XFBSEYcOGMbiqqKjA5s2beafL09MTrq6u+O6773jnqqioCNHR0Ry0s2PHjpAkCVFRUbCzs0NxcTFPLkSJrtfrWcNRW1uLn3/+GYWFhfDz84PBYAAAeHl58cRPgWadnJxQVVWFAwcOwMbGBnl5eairq+NYOgS827ZtC3t7e45dZTAYYG9vDz8/Pzg5OTFL2h9//MHxTIiAwcvLi/u2oKAAWq2W+7i4uBhubm4oLy9nrQM9S2JTa9OmDZt/kc8PLTgUW4liTLi6uvJuJhEbNG3alCnORZtwFxcXFBQUcOycyspKFlbIfE2Wn9irG41GaLVaJlioq6vj+FI06dNOaHZ2NqqqqlBcXIzi4mJYW1tzQFM7Ozukp6ejrKwMFRUVTJvt7+/PQV7JHK/5n4xNZPMdHh7OflTkkJ2ZmQlra2u0aNGCFxUydWvevDmbsJGGh1JdXR2z9+Xk5KCoqIhNAyVJYsKP/4XpX7JOhYSEoHv37vj555+xb98+7Ny5E88//zz27t2LBw8ewNHREZGRkXjxxRcZNGu1WgwbNgw2Nja4dOkS9uzZg5deegmVlZXYunUr9Ho9zpw5g7i4OPztb3/DmDFjMHLkSFy5cgWDBg3C/v37kZ6ezn54NjY2CA4OxoULFzBp0iRMmjQJkydPRkpKCiZNmoTq6mpER0dzwNPc3FxMnz4dhw8fxuXLl5GcnIz58+fj9u3bOH78OFtPLF++HI8ePTKLtbdr1y7MmTMHPXv2xMKFCxEYGAh/f38EBgYy8Nm+fTuWLVsGWZYxYMAAuLu7Y/z48Th8+DD329ixYyFJEl599VW0aNECK1euRGRkJJ577jmcO3cOKSkpmD9/PtatWwej0YjOnTujf//+TCRBmz+HDx/GgQMH0Lp1axw+fBjt27fHtGnT2F+V2PdojKtUpvhc/fv3R25uLoYNG4aDBw/iww8/RHp6OiZMmIAJEyawVUZeXh6bbKekpODAgQO8jtE61bVrV5w5cwY9evTA9u3b8dZbb2Hfvn04deoUYmJi4OnpibKyMiQkJCAjIwM5OTlMWiIycSl9TqivROFSmZKTkxus5zRPSZLEFP6ACehQIHa6log0qG8kSWINDn3IwV0kDLBEnCCaMonggWjGRQ2IJf8Yyo/WMqXPz82bNxlgieCFxqaStUypOaI1Xuwn0cxLCcjoWzSdo7LFZ0PJkjxE5YvgwJKcJfYlXUPrnhI8UBLbS/0tAkJKImmCKIvRRzTNo2MiJbaSrIOSCAKVgNLS81W2vTH50dJY/0cyqTL9j83eAMgATkqmna+vZVn+BoCXLMs5f57PBUBvlx+ADOHezD+P5aCRFBERwWw0IsAQU2FhoVlMBEtJ+fIrB6+Y/4kTJyBJklnUbmXZktSQrEDMh/K2BBhSU1MRGBjIQfH27t3boK6WkLCyngAwbty4p7bP0r2Utm/fjjfeeKPRQWQJNFrq/6e93Mq2379/H23atLGYn9iuxl5m8b8lcKrMV7x21KhR2LdvH3Q6HT777DMApl26/fv3IyUlBUuWLGHBLzAwEIBJ+KSdMzc3NxQXF/ML2qNHD945lyQJKSkpaNasGW7dugU7Ozv89NNPMBgM8PT0ZGfb2bNnw9nZGZIkwc/PD3V1dezUf/bsWcyaNQu5ublwdHSESqXCqVOnEBAQgNraWpw7dw42NjYcGyc0NBTl5eUIDQ1FYGAgTpw4AScnJ9jZ2bENNoHl6upq3hmtqKhAZWUlm1g5ODiwRiYoKAhVVVXQ6/VwcnJicAaYnJ0nT56MjIwMjndkbW2NZs2asXmWq6srqqqqYGNjg/DwcDx48ACVlZXw9/fnmEAlJSX429/+hsTERNjY2ECv1yMxMZHbKcsmk4/a2lpcuXIFzzzzDOrr66HX6+Hv72/GNAeYQCeZ+ZEZmaurK5KTk+Hl5cU+VkTGUFRUBDc3N97lTUtLQ0hICKytrbnd1dXVqK+vh62tLe/wajQadrQl8zjyBaMFjwKZEmNehw4dOAhtWloagoKCkJ+fz75Cvr6+qKqqgoODg8VYVTU1NcjOzkazZs1gMBjYR6umpgbNmjVjOt+SkhJUVVXBxcWFn399fT2qqqp43FLq2rUr+19Jksne/urVq/Dz8+Mxo9PpeGfRzs7uf0Ocn/+n61RRURG2bduGF198EevWrWPGTjH16NGD/V0Akx9RWFgY4uPjcf78eRw4cADnzp3Diy++CEkykfL07t0bb7zxBt5//33s3r0bfn5++Nvf/oZ169ahVatWmD17Npo2bYopU6ZgwYIF8PPzw8GDBwEA7777Lq5fv871rampwa1bt9hnacWKFVi6dCl8fHzg4OCA9957j01q4+PjOYjwunXrMHXqVEiSyUeGfI7S0tLQq1cvBubEsjpp0iRUVVVh9+7daNasGV599VW+t6SkBD4+Pvj8888ZOC5ZsgSHDx/G22+/jbfeegvx8fG4cuUK+vfvDw8PDzx48ABxcXG4f/8+XF1dcfz4cURGRiImJgaSJMHT0xP19fXw8fHBpEmTkJCQwJtI/fv3R2BgIGRZxs6dOzFhwgR0794dgwcP5nlg586d6Nq1K0aPHo2mTZs2WFdSUlJYSywmepbi9Z06dQJgmksfP35sNl78/f2RkZGBjz/+GPHx8bC1tUVAQABu3bqF/v37o6qqCoWFhWjatKmZoAzATFujHHu0CUXlkJkVmV9RvDAS7gcMGICsrCyus1KgJfM82uWnY7QuKv1dSAAmQhjS2CiFebqHNvTov5iXKHgD5gxnwBP2UI1G00DTI2ocxP6gvhPBGPWF6P8ryw3Z0+g4barRuacx8on30+aZEpSJ40YEaiKoU8pdlI+oDRP7z1KdqP6ifxZp7EQfNCU7nyh3ieQF9FxE7aJS0yiCMPHZKs0tyTJHvE6My9SYeeZfTf8nND89ZFnuBGAggOmSJPUST8qm3v+nbOskSZosSdI1SZKuFRQUiMfNfkuShObNmzPwEXcinvZRolrlgkVMMiQ4Kh82Hbt58yZkWWb7bjF/ulY5gAFg0aJF2LBhg1n5Yt5kr6psMznDNtZWAMzgY6l85Qv7xhtv/MNnQRTTyoFvqe+WLFkCWZZx9OjRBs+JyiZ7aUpKcETHRNMvS20lG3XxHmVeSpC0b98+s+tkWcaiRYs47s9vv/2GtWvXYtOmTTAajdi0aRMmT54MtVoNW1tbpvylgHhxcXHIz8/nyd3Pz48prq2trTFixAjIskl7kZeXh549e7JvkEajYYGbKLsLCwuxdetWWFtbo6CgAMnJyYiOjmbTroyMDDg4ODABAtnWP3jwAOfOnYOvry8mTpwIACy4pqSkoK6uDhcvXkRoaCibWDk5OUGSJAQHB7Ppmr29PVJTUyFJEgdUA56wruzZswfV1dXM2ka7fNnZ2aw5IfIHlcoUyJTIAUpKSnD//n0mlTh9+jRk2cSmk5aWhmeeeYY1Js2bN4erqyvUajU7WhM5wpkzZ9g8wmh8wvQnRmSXJAl6vZ4BoFarha2tLT8rqntlZSUvGE2bNkVmZiYzApKpoEqlQvPmzdn/ixZ2Mqsg8zQyhSPWNOqz9PR09qcJCgpiX4SqqipoNBqz+pNWi2jOi4qKkJycDFdXVzx+/BgA2MyhsrISd+/ehb29PVQqFTw8PFi7k5OTw36PxChWX1/P/le7du1ibQCNFTL79PX1RVZWFvtGaTQas4Cv/8HpX7pOvfTSSzh79iwkyWTSs2LFCrRp0wYzZ87EhAkTeKzSOJFlE7mOOMc988wzhxCYpQAAIABJREFU2LVrF/bu3QsrKytMnToVY8eOxfr16/HHH3/gww8/xIYNG5Cfn48uXbqgV69euH79Ovr27YvPPvsMgwYNQlRUFEaMGIGxY8diwIABWLx4MdasWYPBgwdj165dZhpQW1tb7N27F99//z2mTp2KsrIyzJ49G2fOnGGmyrCwMOzcuROzZs3CqlWrMHXqVDRp0gSDBg2Cp6cncnJyUFBQgIKCAixYsACpqak4cOAAtm/fjujoaPz888/YsmULAgMDeROByvf29kZISAhk2eRL2bx5czx48AALFiyALMu8WUj+gi1btkRISAiysrKYAru4uBhRUVG4du0avLy8zJjj1q1bh08//RSLFi2CLMsYPHgwpk6ditTUVLzzzjuYMGECb47Nnz8fjx49QkxMDC5duoT33nsPEydORJs2bXDx4kUMGzaMN7M+/vhj/n/06FGzNWrlypU4dOgQBgwYgNdee43PUaw+ArIAkJGRgYiICCxduhTHjx/HkSNHOGBsXl4eVqxYgTlz5qC6uhr5+fm4f/8+ABPzWVFRkcWNQ1mW0bp1azOQoGRjo5hlFHuI1gAayyIQoftEtjUKPUDXU740F9M8U1dXx3MqmUiLgj0AZj5VCvgiixiVQfeLskNkZCQHjhZlFrF9yiRqj6g9VLZoLkh+l3QtaTskyTwwKq29YhKfiaWy6T46JrZLlFlE8zpZls2IJkSQoSzXkkmbeJ2ouSI/HbpGlMGo7WK9qM/I7E15n0gGQb5fdJ9IjU2J2i76hInnxH5Qarb+mfQ/Bj+yLGf9+Z0P4CCALgDypD/NBP78zv/z8iwATYXb/f88pszzG1mWI2VZjvT09BSPN3gYyhf17t27FsGNUli3BIgoD0uDTvlbzG/v3r1m94eEhDQAIPRJSkrCjh07zIKIyrIMX19fvoYYUXr37m1WXmhoqMXyxQGi1CKJdScGL+WkYCkvQujR0dENXpbG+u7jjz+GJEkYPHhwg5fQ0uBUghSxHaQBaKx+ZNL0tJdSWY7yGuXvs2fPYteuXZBlU1yI1NRUACawSgQIom/Jo0eP2CmehByVyhT409HREUOHDmXzJicnJzz33HOwsbHhXZVmzZrxZFpeXo4vvviCfYicnJwQFhaG7du3c7yeUaNGMfACTEFkyUzmu+++Y2dlSZKYotjZ2ZmBFcUHcnd3B2DaWenUqRNrfXJycph2k+jUxR2tRYsWsTkmMc9QfVxdXZk6mZzpExISuN9ramo4HhIAdOjQgckDXF1dGaAQaQL1aevWrTmAaXJyMsLDw9lOnXYwqY/FRb2mpobNO3U6HbPx0bny8nKOg9K1a1fIssxaMBsbG47pU1FRgYKCAn5uZFYn0nrTuCBzC9JM2djYgOav1NRUBo1VVVVs/ubh4QGtVstaGtr40Ol0cHd3h4eHB4OTuro63Lp1C1ZWVmjbti26dOnC54jYIiwsDDqdjhevlJQUGAwGNGnShKnsAwMDmW6dFkWNRmNGX1tcXGzGeqRkKfpPS//KdercuXP4+9//jr59+0KWTZtkBoMBgwcPhkajQWRkJFasWIFRo0bB2tqaNcEtW7ZEREQEz3PV1dUYNmwY4uLi8McffyAvLw/dunVD+/btMWfOHDRv3hwGgwGLFi1CbW0tBg8ejD179mDNmjUICQnB9evXsW3bNixcuBBfffUVysvL0b9/f/Tu3Rvbt2+Hq6sr7ty5g/Hjx/OOd/PmzbF8+XIEBgYiLCwMhw8fxg8//ABnZ2f89ttv2LFjB5YvX45vvvkGo0aNwubNm3H//n00bdoU+fn5GDduHAYNGgQPDw906tQJWq0WHTt2xJYtW7B792688sorcHJywtKlS9GuXTtMmzYNgYGBSElJQWpqKuLi4vDBBx9AkiRs376d142HDx9yv7Ro0QLp6enw8/NDhw4dMG7cOPTp0weJiYmoq6tDcnIy6uvr8dtvv2H9+vW8HowZMwZZWVlITEyEVqtFfn4+01lv2LABkZGROHnyJJYvX46oqCisXbsWb775Jrp164aCggJ06NAB3t7emDNnDpuKBQUFYe7cuQx016xZgxdeeAE9e/bE7du38f777yM7O5vDN/w51jgeHGnh6PiNGzeg0WggSRKOHDmCw4cPQ5Ik9utt3bo1du3aBT8/P+zcuRNbtmzBgQMHsG/fPixatMjixmJeXp6ZkKiUdVxcXMzO0dxLiYR8ylM0KSZwI5rGEbCh/yJlMRFKiHGCZNncJ0g0PxTLoDqIAVIt+USVlZWZzV3KdV7MVymci9cB5rGWlPeK3+LcSSBJlJHEuigFemqvJW2NWD+6jvpLbD+BCaWs05g8K8rCBHgoP0vyIa11yrLIDFDZp7RJKMaNonIIAImma0rNG2AZzIltoT5rTNb7R+l/BH4kSXKQJMmJfgMYAOAugCMAxv952XgAh//8fQTAa5IpRQHQy0/MDp6axAchCv/i5CbLpp0YS+BGKaw3BoiEtjV6nTgwlANclmU8ePAAAHgnTxyAxB5D9/Tt2xeSJDFttNhGmvAkyRRvxlJ9x48f3wAQKkEa5Xnt2jWLgEQJbgA0mCwtARTx2VgCNpZeOiVg0mq1kGUZEyZMYDpvMQ/l8xfHwblz5wCYGOHEtijvk2WTaYbYJ5aul2WZzQiVY+ajjz7C7du3ERQUhC+++AJZWVkIDg7G8uXLWRjPzMyETqfDgAEDUF1djUOHDnGQPNpNImGdABSVHRgYiI8++gjr169HZWUlCgoKcOfOHYwePZp9XI4fP46MjAwGLxTAUqvV4o8//kBtbS0cHR2hVquZjnrx4sVwdnaGv78/UzIDJoaf2tpaxMTEMA23VquFo6MjjEYjA29xp+v111+HRqPhwKxEHe7p6cmkAMSY17p1a9YE2dracsBOAgbOzs78LJ2cnHDjxg2Om1NZWcmai/Lycl5MiRZalmXWltTX13McFfKHUavVcHR0RHZ2NoxGU6yi2tpauLq6QpIkXnijo6MhSSb/OScnJ/To0YPV6pMmTeL3IDw8HM7OzrwTVV9fj3bt2kGlUqGmpoa1ZLa2tmYB/cjcTaVSobS0FPn5+QgJCWGmN29vb/apImCl0Wjg4+MDDw8P5OXlMRlHixYtIEkSunXrhsrKShw6dAgZGRkM2PLz81FaWgonJye4u7uzDT6Bo8ePH3N/h4SEcB+Rpo78hzQaDfz8/NifUXQI/k9N/8p1av/+/ejZsydvAEmShM6dOzPRxqpVqyDLMvR6PX744QfIsoyLFy+irKwMR48exYEDB3D69GnEx8fD2toaff6MAbR69Wq0bNkS27dvx+jRo2EwGBAVFYWhQ4eyFtfe3p7nNlpnDh06hJycHGzfvh3dunVDQkICbG1tsXr1ami1Wly6dIk1AyqVCsuWLUN4eDjKysrw8ccfY926dfjmm2+g1Wrx2WefITk5GevXr0dZWRneeustJCUlwWAwMIPa888/z4F4T548ifj4eFy/fh1RUVF4+eWXIUkSsxPevXsXt27dwuPHj9GyZUvcv38f27Ztw927d/H999/DxsYGHTp0gJWVFfvnACZweePGDXz77bdYu3YtRo4cie7du7OQTL51/fr1wzPPPINvvzW5daWlpeHatWvYu3cv2rdvj+LiYkybNg1Tp05Fjx49MHHiRAwaNAhDhw7FoUOH8MMPP7CJdkZGBjZv3oyePXuiV69e2LhxI7Zs2YJp06ahS5cuqK2txaRJk3Ds2DEcO3YMcXFxaN++PTp37gy9Xm8GTmTZFPT5gw8+4HFD68wnn3zCQGLo0KGQJAkbNmzgTV0AyMzMxPz58+Ho6IjMzEwkJycjOzsbsmwi1yATtMePH8NoNCIuLg7l5eVcBmlASFtOa7BybRflHEpWVlYoLS3lDSnyiRTjsZFfp+h3CIDnEuWaK0kmaxcSsEVtCAnFpOGgOGRUN6Uv4vHjxxk8Ktd5ErxFLRhptcTnINJni31C9RfzVfoU0W9xvhSPKxnnlCBDvJeO0+Yj+ZzSc5MkiX1+gIY+VmL7LMlF4m+xTJEAg9YAZT3puNifIoiiuE80Fqh8GntKMz/6LQJRMYCxst40VixptP5q+p/6/HgBOPhn5awB7JFl+bgkSfEAfpQk6Q0AaQDIwDkGJgadRzBRiE74K4VIkikGAMUyUb4477zzDl9r6SVWJmUnUQf2+TOAoqXyLYEvWTbFiPnoo4+Y9U1ZhnhvYWEhduzYYbYDRHklJCTg9u3bZnWQZRlXrlwxy0vZxsbqq+wPS3lYap+l45a+G+tPSyAIAN5//32mSxVTQUGBWfkkQCrzUzLBAECvXr0a9IkIaMSy3nnnHbz77rsN8hXb8rRxQ3mSMy1dm5eXh3nz5gEAf6empsJoNGLp0qUs6Ds7O6NXr16Ii4tDUVERbG1tcfDgQQQHB7PwGhYWhpKSEqjVamg0GhiNRqaMBMCxZTw9PZGdnY2AgAAApl20cePGoaqqCs899xwuX77MTHBTpkyBJJm0G4cOHUJwcDDs7Ox40qyuroa9vT3y8vJQW1sLrVYLnU6HCxcusGaKnkefPn2wYMECjl1DVM1ubm7IysqCk5MTm0hVVlYiJCQExcXFzMzm6OjIbHZkxkXCN7Hu1dfXM/FEcXExzp8/z0QHycnJKC4uZi0cYFqMXV1deffR3t4eBoMBbm5uTABAfUqMdr6+vqisrIROp4ONjQ2ioqLY/IX8WzIyMngMEdMT+WdJkoSbN28yyUFpaSkfr6io4P4hNjliA5RlGWVlZaxd0+v1bAMvSRIDuoyMDNjb28Pd3Z1BnLu7OwsJtra2WLlyJU6ePIns7GzodDr4+fmhpKQEWVlZsLa2RnBwMHJzc7nuLi4uDNYowG1ZWRlrsqysrDhoI/k+ubq6orKy8n+Dv8+/ZJ2aMGECAgIC8PLLL+Pq1as8RyQlJWHp0qXQaDRwcHBg89b27dvj9u3beOWVV7B//3506dIFwcHBiI+Ph7e3t5kgkJ6eDhsbGzg7O+PXX3/F0qVLAZjmnPbt26O8vBwfffQRlixZgqtXr/J4kyST+cj8+fPh5OSEESNG8Ds9ePBgbNu2jX1CdDodcnNzERMTw4yYR44cwZUrVxAWFob09HSEhYWhtrYWiYmJmDhxIq5du4agoCBkZmZClmVcvXoVlZWV6NKlCwYNGoSpU6eiZcuWGDp0KG7fvo3hw4cz2A8LC8Pdu3eh0Whw6tQpREdHY//+/SgtLcWOHTtw5coVlJaWIiYmBvX19YiKikJCQgLS0tKwZs0aREREYNu2bfj999/Rr18/rFq1Cg8ePIC7u3uDder111/HtWvX4O7ujsjISJw6dQqpqanQarU4duwYvvnmG0yZMgULFy7E1KlTkZubi5CQEDx8+BCAaZ165ZVXsG7dOvj4+GD27Nn4/PPPsWbNGrz55pu8ufb555/z5kznzp3x6NEj7NixA2FhYRg5ciQ2bNiAMWPGYNeuXewndfLkSZw9exaJiYmYOXMmTp48yXHrtm7dyhsflPr06YPY2Fh4eHigsJDJCwGY1qmQkBDk5eWxX9bAgQORlJSE8vJytGrVClqtFsATTQPR4JOgSZp7Ok9zgiQ9ITSgc0p2OTEfkfWLzlEcN1tbW9YIEeMoAN4cUwq+ovAMPPHfIaBHc7WbmxsOHTqEgQMHWpTZRI0F5StqbZRyjqV4NZSobkaj0cxfkzZDlTKICHZEoKP0I6LzIj20JEkoKChgXyuxbEv1o/PkMyOCFLr2abJjYzKmsm9EcCSaBdI9Li4uTGYhjhclgZQIauh+pSaMkqjtsSTr/dX0P9rOk2X5D1mW2//5aSfL8rI/j+tkWX5WluVgWZb7y7Jc9OdxWZbl6bIst5BlOUyW5Wt/tawVK1Y0QIF/5mn2ER+Yj49Pow+YPnPnzoXRaMSBAwdYda28RvyvfDl0Oh1mzpxp9jBk2RSIVLxOkiTeTZUkCcuXL+d7IiIi0L59e4wbNw6xsbEYM2YMX9e1a9cGOxj79u0za0tYWJhZOWISNUPKgS3mC5ioO8X2WgI+dH9aWppZnyvbqnxxVq9e3eA50DkKrgegAfAZOXIkJEliLYYlIKp8EZTPGgBCQ0P5fEpKisUxZKlujV2nHHexsbFISEjAunXrMGfOHHz00Uf4+OOP4e3tzX42Dx8+ZPMotVrNcWxICC4qKmJBXpIkODs7Iy4uDs7OzrCzs8PgwYPh7OyMy5cvo66ujp3RKyoqsGvXLgDApk2beEe/rq4OLVu2hF6vR7t27TgYqSSZdqNtbGzYV+fWrVsMaCRJYjIHilVD7ayoqGCzMNIqpKWl8UJEE//Dhw9x5swZyPKTwHW3bt1Cfv7/x957h1V1rH/fn4V02EgRBBtWUCwoYk0sqNiiMdhjSdRo1ORo7MbErrEldmNNFJVYYzext2giakQUKzaaNOm9r/eP/ZvJ2ks8v3Pe5/o9z3PeN3Nd+4K99lqzZmbNmrnL9/7eydjZ2XHjxg2cnJxwd3cnJyeHDh06SOa5/Px8CgoKsLKykvE2hYWFdOvWjfPnz0uGObE4Ojs7k5ubK+NmRPtEsbGxMVFiFMVoPRPekGbNmnHlyhUJETQzMyMqKkr2WyRkFe76oqIiSSVcWFgoA2YFVa6YcyJgU5AX2NjY8OLFC9mW5ORkXr16JeeUyPGRlZUl+yLopwWjob+/PxYWFuzdu5e0tDQJs6tQoQIxMTGkpqYSHh4uN1SRI0p4wQAqVapEaWkpLi4uMgi5evXq2NjY8Pr1a8zNzXF3d8fa2horKyvJPPefWv537VPBwcHSut+yZUvAmLcnMzOTnj17Ehsby+vXr4mJieHkyZNUrVpVJglVVWNi39u3b+Pu7o6Xlxdt2rSR3pwff/yRgIAAIiIiqFSpkoRgCeSAUMIrVqxIv3795HuekJCAk5MTkZGR/PLLL6iqSv/+/UlKSqJXr17s27dPEl384x//YMiQISxdupSQkBCp5P/www+4ublRrVo1QkJCCA8P59GjR4SGhnLu3DmCg4NlotDevXvj5+dH48aNuXfvHlWqVGHTpk2sX7+epKQkDhw4IAVbW1tbBg0aRLt27bhy5Qr5+fkcP36cr7/+msaNG3PmzBk6dOhAcHAww4YNY/ny5Tx69IhHjx6xYsUKHj58yKJFi5g4cSL79+8nLCyMDz74gLS0NI4dO4aqGvPkibXL398fg8Eg898FBgZiZ2dHr169OHfuHKWlpYSEhGBhYcGdO3fw9fUlKChI5huaNGkSa9euxdrampUrVwLw+PFjGjVqxOzZs1EUI4nNggULsLS05KuvvmLEiBHMnTuXzZs3M3v2bD744AMGDx6MhYUF7du3x8/Pj8DAQAICAhg7diyLFy9m3759HD9+nOXLl1NUVETHjh3FPObKlSvcvn0bMBpT9fvUqlWrePz4Menp6dStW1ciEI4ePcrMmTMl42V0dDRxcXEkJCQQEhIiBVgtu6WYQ3rLv9ZyD0ijitj3xR6ir0dVjQllARkzJOoUMCiRRFoUsRcKwV0LhwckRE/co2fPnnzxxRdvyCxCONePl4hD0pbi4mJ5PxGjJIR24dHQy5xaBUogL/TyiFZRLE95KU/ZgL+gbeXRe2sVofLge1rSAm1b9P9rn7W2LlFHefBCveynjXXS5tbT91F4f8ozcusp1sW4ifsIRVc8H+1v/y464T8WyyAGXsTX6AV/sfBrBWRVNcIOxo0bJ7+vWLECRVGkS1770pT30Z8TFBT0xnEwWuq0k1gIUeIF/PLLL1EUY84ZAUcTioqI21HVv6wSs2fPZvPmzYCRGlv8rqqqifIgjgsLi4gB0Qrtoowc+ZdBU1EUfHx8yu2jXgF0dXWVyp12rBTlLxji6tWr3/pc9O359ttv5W/6Nh44cEB+nzdvnskc0OeLEOX8+fMSR//HH3+gKAobN25EURS2bNkiE8Fq26EdO72CA7Bv3z6TeymKIjOGg9ELderUKRNaUlU1WvpnzpzJihUrWLx4sQkrjkj4JzwdVlZWuLq6oqpG+uWSkhJu3boln2VwcLBc/FRVxWAwyPw9onh5eUm2Omtra7y8vGRy1YCAAOlZu3fvHopizGpuY2ODp6cnBoNBek+ePHlCcXGxpIUWuSyEZUfErpiZmfHy5UvJipOTkyPnbMuWLSVDjY2NDZ07d5YsaO+//z5ZWVnExsZiMBgksYbIGSKUKHd3d5kw9tWrV3IshMdIVVXJViTy2YjnJDZpAY2oVq2ayaYmNoa8vDwqVapEXFwcmZmZEpcu3P/CWyMWd0EMUFZWJqFwWmpowTanqkZ4i8FgICUlBUdHRxwdHcnOzpbwkaSkJEliIGKGxLM3MzOTcVKurq6UlJRw/vx5CZm0t7eXSUyF98fGxkZC9IqLi6lTp47MKSI2sdOnT6MoChkZGXIMhQfWx8cHKysrmbRVeITKCxT+u7y9iPQDFy9eZO7cuVy9epV69erRqFEjBg4cKMe0W7duvHjxAkVRGDlyJEePHiU4OJjq1asTGBgoDQFRUVFs2rSJatWqERYWRl5eHt27d+f27dsSEjZo0CDS09PJzMzEysqKo0ePMmnSJNLT02nYsCHfffcdTZs2pWfPnsycOZPS0lLee+89VFVl48aNVKpUiQsXLjBz5kw6deqEqhqNeJ9++inh4eE0atSI6dOn06BBAwYPHkxOTg7Z2dlMmDCBsLAwVFVl/PjxxMXF4efnx+nTpzEYDBQXFzNq1Cjs7e0lnBaMMaLVqlXjs88+w9HRkSFDhtCmTRv69etHhw4dqFq1KpUrV8bb25uGDRuSmprKsWPHOHbsGB06dKBhw4Zs2LCB1q1bM3r0aPr160d0dDSKYkwlMX36dKZPn46iKNIbJPaphQsXsn37dhYsWCC9tubm5vj4+NCuXTv8/PxQFIXDhw/j5OTEjBkzWLBgAe7u7nTs2FGOGxhznwkI4+vXr7lx4wa1a9cmICAAR0dHvL29pUGpY8eOODs7U7VqVdauXUtAQICEFLZr1w5HR0c+/fRTPDw8mDFjBi4uLnh4eMjk6+3bt5cQtp9//plVq1ahqkbopKurK3l5eWzcuJHx48fj7+/PhAkTmD59Oh07diQwMJD33nuPEydO0KRJE/Ly8mjfvj1Pnz5FVY3kLCI5NZgGl2u/awVNsYeKfQn+iucRRa+EwF8xMkLREUYYgQDQG0OFQiWgTuI5it/F+eHh4aSkpJi0VStY6+UVQMbniPOFAUtVVWlkEzA+EW+rlQ2ANxQSrQdDL3uVJ3doiz6PkvZ6AafW16tVCLTXaL1u5bVbPx7aGB4t/fXbqKX1fdOy/+mVZ1G/lihCq/zqFRgtnbk4T7RJzwao//9fKf/LSU7/p4u/v7+qpeOE8vGLDg4OJtbef1a012rr8/X1NQnS1v8u/v/xxx/p0KED9erVM1ESyqu/UaNGRERE4O7uTmJiIm3atCE0NFT+3rp1a5Pv2ntq69K/OOL4sGHDaNmyJRMnTiz34esVGe0x7f8i+FzEqJRXByATLerHRd/ut13/37VN//uff/6Jv7//W5Wy8l5kRVHYunUr/fr1o3nz5pJSdM+ePXz44Yf/tH2xsbFUr179jbrnzZvHwoUL37j23+27frxmz54tSRIyMjIoKCiQFKuKYkyw5+DgQHFxMampqdja2tK0aVPCw8Px9vbm4cOH0uVeUFBA48aNefDggWQBa9u2rfSW1K5dm5SUFJlEUcSqFBcX4+zsTFJSErGxsZK8QHhYVFWViqfIZC7y0lhaWlK1alXi4uIkDbfI6ZOSkmJClZycnEzFihUpKirC1dVV0lU7ODhI8oikpCQMBgPJycl4eHhgYWEhYRiPHz+me/fuPH78WM5XW1tbkpOTqVChAi4uLuTl5eHs7Ex+fj5ubm7ExcVJqnLRjsTERFxdXalUqRKZmZmyjurVq5ORkSEpToV3x8HBQXpwBGSsRo0aElYnGPvgLzYb7WZpbW1NbGwsrq6uNGjQgOfPn2Nra4uLiwsJCQkSBiTijcrKysjNzSUpKYn69euTkZFBvXr1iI+Pl0lYHR0diY+Px8bGBnt7e16/fo2fn5/ctIRA4+LiQnx8vIzl0sbviJxWhYWFeHp6kpKSgr29PdnZ2dKDJpJLlpSUMG/evP/YJKf/00W/T/n5+XH79m35vn/++ee89957XLhwgUGDBtGiRQuT60XMlqurKxUrVgSgU6dOXLp0SXpvr169yqRJk/D19eXMmTNERUVRpUoVPDw8cHFxoXv37hw8eBArKyu6detGSkoKVlZWXLx4kY8//pjjx48zcOBA3N3dycrKYt26dTg4OHDjxg369+9P1apViY2NpWfPnpw9e5a7d+9y69Yt+vfvj6OjI6GhoVSuXBlVVWW80ObNm7l79y6nT5/m559/5uHDh9y7d4/du3fTp08fwsLCuHr1KkFBQVhaWhITE8PChQtlsk9ra2sSExP55ptv+PTTT7l48SKLFi3ixIkTLFq0iIULF2JjY8PixYsZMWIEMTEx+Pr6kpKSQuXKlSXlvIWFBTt27GD16tUUFBTw66+/8vTpU27dukVERASLFy9m9erVcrxVVZXxIZmZmcTGxnL9+nV2794tk5OKlBSKYiQi8PPz4/Lly5SUlNC5c2dZl6IYkRxffvklqqoyZswYtm3bRosWLTh8+DCffvopQ4cOxd/fn/T0dD744AN+/PFHgoKCmDt3Lra2tiQlJTF69Gh69uzJiBEj6NOnD40bN+bp06dyXRd7ye7du0lMTGT69Om0aNGCW7ducezYMfr06cP8+fNZsGDBW+fpuHHj2LRpk/z+4sULateujaenJ9HR0fL4oEGDUFVVPvP33nsP+EvI1+/9WgOkEMIFvFIPbVJVY1yNlsZYrNFCIdJ7GkTfxf21tM7atoSHh+Ph4SGhfeI3oTjp2cjK649Yu1XVNOeOUDwEVE3+PQVtAAAgAElEQVT81RJCABJBofXEKIopTEz0RfzVM+Rp26HtozZJrHYui3uIv+J3bV5C7bniPL08JUiEBGpB3F8P/9MqTcJIqP2r9cxo+62Fxok+irHVt1Mv42vnhj7WSKv4zZ8///9oktP/kaIX2LUaq6DM/Fc+2mu1kyEsLMyEm19bvxACAUaPHi21b23wmaIojB07lsTERMAIx4mIiEBRjHSSCQkJXL9+3aQvQvHRt0lRFDp16kSvXr1M6tf2HyAkJOQNxUd7noeHBz179pQMOmCEYmjHVFEU6bY2GAxv1KGdiCJfjf45aOtSFEVSLovj1atXf6NefRvKe07+/v5cuHBBft+6dWu5Spd+nowZMwYXFxep+IAxr4WoWzse2vpq1KhBSEjIG23Ubihvs6Lo+yfafP78efm7l5eXyXNevHgxCxcuZObMmaxcuZK+fftKRjaR9VpAlurUqYOFhQWXL18mLy9PZgOvWLEiCxcupLCwULKMCW9HYmIi5ubm3Lt3j71790o4nFh0Xr16RXZ2Nunp6ZiZGSmfK1asiJOTk5wLBQUFMqmheA+sra1lsL7wsGZlZclFX+RDAqMl0MzMjHr16uHg4ICdnR2pqamYm5vL5J+VKlWSgrmZmRk1a9bE0tKSsLAwCamrWbOmfH+0z8bd3R0XFxcTBpySkhKePXsmNw4LCwvp/RBBszk5OTJ+oWHDhjJQWlEUqbQYDAZsbW3Jzs4mJydHbupPnz6VcUlCSdRazMQGkp+fLxWjgoICoqOjsbe3p6CggOvXr0u8uGijCPxVVSMdekpKiqQQBqhbty4WFhb8/vvvAJL63N3dnfz8fBISEnj48CH5+fkoiiKT0QrlB4wGDAHZq1ChAhYWFhLuFx8fLxPoivERHr6/y9uLNvZCVVWZkFi85+3bt2fhwoV4eXnRpUsXOnXqJCE9AQEBzJw5k88++4yuXbuiKApdunRh7dq1JCYm8vTpU/744w/i4+MlhXPv3r2lp2jEiBEMHTqU3377jfr16zNmzBisra2JjIxEVVX69evHzZs3GTt2LOfPn2fPnj1cu3aNjh07UlJSQlBQEJMnT2bbtm1ERUVx+/ZtqlatipeXF8eOHWPz5s1kZGTQsGFD9u3bx48//kirVq04ceIE06ZN4/nz59IQOHHiRJYtW4ajoyM3btxgwYIFBAYG8vjxYyIjIxk1ahQeHsZ8sV9//TVPnjzhxIkTNGvWjPDwcMmmlpeXx4cffkhhYSGJiYmsX7+emzdv0qtXLy5fvsyDBw+wt7eXaIrNmzfLeBoXFxcCAgI4evQozZo1Y+rUqdJDIlIN1KtXjx49enDu3DksLS3x9/enX79+TJ8+naSkJDp06MDDhw9RFEVSiKuq0UN2/PhxFMVIZ96tWzdOnDjBxo0bJcnEtm3bWLRoEb/88gvvvPMOp0+fpqioiLi4ONq0acPAgQPp1asXe/fuZc6cOSxcuJAVK1bg7e1N+/btyczMlCQ+P/30E35+foSEhJCeno6iKAwfPpzDhw+zePFiCTfs06cP69evZ/78+YDRGxURESHno9inBHqkU6dO5OTkyHii6Ohomftu3bp11KxZk2nTphEVFcWtW7cIDw/nxo0bXL16laysLAnH1ELi9FZ5LQ0zGNdswSKqL2I/EikFRLu1v+vvIdZb7T7etGlTGSog7inaVx4Nc3lKhNgfyvN+6JUtsV9oER8CGi3uL0p5Afqqqr6hJJUXRyXO08Zbaa/RKgFa+UwomHoFT/9XL8dpFUBt38Q1WmVDfNeSVYhx0Y6DUCbFeAoZWnzXj5e4f3n3FYqSFtZXnvH5n5X/6z0/ijEpHWAqpN68eVPiqvXaq/6Ypq63Cs7lCbEZGRk4Ojqa/C7qcHZ2NkkcKOq9fPky//jHP6TSI37LycnBYDC8UY/4e+/ePcLDw/n444/L7dPbrtO2t7w+CeHpbedqj0+YMIFp06axfv16iWnWX9erVy9Onjwp2+zr61vupPtnyom2eHt7SxpTfdv/uzr/2bMsb5wmTZrEmjVryq0nKSlJ0peKa0JCQkzY32xsbKQg+6/2tzwLxtvK2+pYtGgRYFTO/f39KSgowN7enocPH1KjRg15zooVK3BwcCAxMVF6QgVF87lz56hatSo1a9aU3qWSkhKioqLw9vYmMTGRmjVryjw+cXFxMhYAjMqfohgTKwp2H5EoVYyJoN2uUKGCTJLn6uoqYQyxsbGS0lrEOQGSujkiIkK2VyyUYlHLysrCxcVF5gzSWuSsrKyws7OTCWqF0ujg4CDhbeJewuuUkZEh3++HDx/K5IMvX77E0dFRJqcVtOMvXrzA0tISOzs7bGxseP78OZ6enuTm5krvj9i4hIdF4MPLysrw9PTk2bNnJCYmUr16dQkRrF27tlxH0tLSpBdQwNoAqYhUqlSJ7Oxs7OzsJOxQbG4i90daWhodO3aUiXIFRC41NRVXV1dpiRVetwoVKkgBs2rVqhJ6IggkROZ5MzOzf9mi9v/H8rZ9SngEevXqRZ8+fbh48SJbt26lYcOGVKpUidu3b/PFF1+wdu1afvjhB6ysrDh8+DCzZ89m2bJl/Pzzz4CRmTA7O5vr16+zd+9eXFxc6Nq1K0OGDKF58+acOnUKV1dXRo0aRV5eHtu3b2fhwoXs3r3bxEDx3nvvcePGDapWrUp6ejp16tQhPDyc1NRUVq5cyYEDB3j69ClNmzalZcuWDBkyhG+//ZZDhw4xefJkKchfvnwZHx8f6tSpw61bt+jTpw+zZ88mJCSE33//nZs3b7JgwQImT57Mzz//zLFjx7CxsSE4OBg7OzuuXbtG3bp1KSgoYOTIkaSnp3Pz5k169uxJu3bt+PXXX3ny5AmKonDu3DkmTJiAvb09dnZ23L17F4PBQE5ODs+fP8fc3JzFixfzxx9/4OXlxZgxYwgMDJSxRvHx8ZKOukOHDpw/f56EhAT69+/P559/TmlpKbt27WLw4MEyn9jZs2dljrQPP/yQatWqMWDAAFauXImjoyNXrlzhyZMnhIaG4unpyZEjRxg3bpyYCyZz4+rVq7Rr185kL/L39+fkyZO4u7sTGhpK69at2bdvH4MGDWLevHl4eHgwfvx4zMzMaNmyJRkZGTx69IjvvvuOadOmcfjwYfr160dERARHjx5lzpw5dO/enZEjRxIaGoqfnx/Dhg17Y56OHTuWrVu3yu8BAQFYWVlx6tSpN/apzMxMXr9+Td26dTlw4ABFRUV07tyZiRMnYm9vL9clHx8fCgsLqVKlCvBXLjJVVSWyQKy/0dHR1KpVy0SQ1e6JwiAj1ndtgLzwKmjXfuGpEKVZs2YcPXqUmjVrymehFeo17ytg6nnQHtPGQGnHRXhEynvOYBoPpb9W3EeriJQns4r/Rd9FnYIQR/Rb6zkS7RH7gfgI2LlWftQWvXwi1n8x3mL/1XqbtIqK+Ijjoj3acRB1aJVQwXiqnQNizMpjcNNeq33eesVLUZR/eZ/6X2V7+99S9JNCexyQljL9JBIUoKIIGEJ5L0F5E7lixYqoqipxxNq6VVUlOTlZxn2I30Vw4tmzZ+W5+rbrX0j9oqO1Vuj/6rV3Z2dnZs+eXe4Yaa8pr4/lKQ8bNmww+S5+F8Hr2rJnz563tv/fUarF+deuXePdd9816d/bnj0YmdbKU1rLGztR9JTX2vvo+xAZGflGG7Vl8eLFzJ49+436tG0tb2y0RX/fHTt2mMRiiTqWLl1KdHQ0jRs3ZtGiRXz99dfcuHGDWrVqkZGRwYkTJ7h58yZt2rQhLi6OjIwMGYOSk5NDy5YtqV69umSMyczMxMnJSWbC9vDwkPkRSkpKCAwM5M6dOyiK0es5Z84cxo8fT05OjswJJBh77OzsSEhIQJvrJCcnh7Zt20rGMRHvIoL4c3NzqVWrFqmpqTg4OPDLL7/IXDUCupaammrSrszMTEnnLIgGxCbw+vVrzMzMZFCooNjOz8+Xrn+xESQmJmJtbY2DgwOWlpYMGzaMAwcOSCYkCwsLKleuTGZmJiUlJdy+fZs6derg6OhIfn6+3OiLi4upXr06mZmZcsMU7G4iHuvBgwc0adIEMzMz3N3d5cZuZmYm6aVVVZUKpXgeAnr37NkzbG1tJRRKxDylpKTIHApab1lBQQHJycmS9MLGxobi4mI8PDxIT0+X3iSRxFRVjdZwUb/w3ImEqALm97fn578vWgOY9r2eOXMmFy5cYP78+bRr1w6DwcDEiROl1X3y5MkoikL16tXx9vYmMDCQ0aNHs2/fPoKCgggMDGTu3LlcvnyZbt264eTkhLOzMxs3bsRgMGBlZcX8+fMJDQ1l27ZtXLlyhVu3bjFgwAA+/vhj8vPzGTBgAKtXr+bmzZtkZmaSnZ2Nra0tqampjBs3jmXLlhEYGEiPHj3w9fUlPz+fvn378vvvv3PmzBnatGnD559/TrVq1bCxsWHu3LkcOXKErVu3sm7dOlauXMmNGzdo3rw5GzduZNKkSXTt2hUPDw+aNWvGe++9h4ODA0OHDqV///4YDAaOHj3K9evXuXnzJt26dcPX15fIyEhmzJjBqVOnGDBgAM+ePePRo0cMGTKE/fv3U79+ffz9/SVboYWFBZmZmUyfPp1nz57Rr18/hg4dSt++fXFzc8PR0ZFnz54RFhbGmDFjuH37Nu+88w5Dhgxh0qRJkpL8u+++48GDB6SkpJCWlsa6devYs2cPbm5uFBcXk52dzahRo5gzZw4vXrxg8+bNtGnTBltbW5o3by6TloPRmy4UATAywJ0+fZrKlStTq1YtKlasSLVq1XB3d+e3336jdevWHDt2jNWrV8t4XisrKypUqEBGRgYGg4H+/ftLg9b58+fx8fHhzp07TJkyhcDAQMDosbh+/bqE9wUHBzNixAgWLFhA8+bN6dWrFxs2bCA0NBRbW1tCQ0O5ePEiYNxjXFxcSE1NlTGB+rktysGDB1m8eDH29vZMmjSJFy9eUFpaSt++fenfv7/00giooDYptpeXl4Qg6xlcVVWV5C1aVjY9uYJWphGxpqKOO3fuUL16dROPgnaf1wvPYp3V5pnRen2EEU60Q8RgapUzUWd5cpr2b3nQLq2yoJcxtLAuMK79gnBIjIl2PATDqNZzpDUk6j1GWgVLMKGKa0QRY6aXV/VKmlbpEs9J9EHUI4o2yan+uZb37LVt0Sp62mNa2OC/Wv5jdzT9Azh37pzJSyGsxeKYqqr4+fnJh+fk5GQyUbXX6u/h6elZ7u9aXKn2M3fuXAlf0Csf4tjevXvJyclh7Nixsj5VVWnXrp285smTJ7K9f/75p0mfHRwcqFKlCmlpaUyZMgVFUTh06JCMWdK+eHXr1jW5h/7l1I6Z+AhGOcFG1KlTJwYOHGgyifUvsV6hEP8HBATIOBr9oioSLwIm1rHylD7tPRVFoXLlyhw4cMCkzkWLFpX7Auif8duejfZ8AeUQxAra8ywtLZkzZ47cKAScQnx++OGHN+6tLd7e3ib1iXvrFR9x/axZswgLC5NxRyUlJZI9zs3NjV69esnFS7DNCChjVlYWrVu3RlVVqRT4+PiQnZ1NkyZNKCkpoUaNGhQXF0uFYN++fTInUWlpKYsXL2bw4MGSHU4IT2LRs7Ozk5C70tJS+cwtLCywt7cnLy+P/Px8uVj6+/uTlZUl4W7m5uY4OjpKi5CAWsXGxlJUVISdnR0NGzbExcVFQhBEYKqNjQ1Vq1aVHgvRHrF4CsiXGJ/c3FxKS0upU6cOWVlZPHz4kPr165OcnCy9PQJiYmVlJaFvKSkpcnEWSYkTExPlHBZjIeBrIgdSZmYmkZGRxMXF4erqSm5uriSAiIqKkrTmlSpVkm0VcEdzc3Pq1KkjGdoE5bWlpSWurq6UlZWRl5eHo6Mj1tbWvP/++zJPVElJCQ8ePJAZ2EUOJqHoiMBpEWws4qjy8vJkzJPBYMDNzc1kQ/y7/PMiDGDw1/udlJTE3r17JYy5SZMmEq4saHljYmIYN24cM2bMYNasWbRp04Y///wTNzc3lixZIpEBQUFB7N69m2PHjhESEsKECRMYPnw4tWrVYty4cZw+fZqsrCy8vb0xGAx4eHgQFhZG9+7d6dq1K507d6ZVq1a4ubnh6elJ06ZN6dChA8uWLZMeGJGrZvv27aSnpxMbG4uFhQX79u2jSZMmnDp1ivbt2/PLL78QFhbGokWLmDBhAmPHjmXDhg0oijF5pouLC++99x6//PIL9+7d48qVK3zzzTfMnj2bZ8+e8fvvv1O/fn2GDx/O2bNnsbOz49ChQ3zzzTd06dKFkydPMnjwYPr27cv58+dp164d7777Lq1ataJdu3b4+PiQmZlJkyZN6NixI9988w0pKSl4enpSrVo1kpKSAGP6gR07dpCdnc3Ro0f56quvsLCwYOXKlWzbto0nT55w5swZbty4wdKlS3n//fdp1KiRzMsVFxfH7t27qVWrFg8fPsTX15fg4GDJanflyhVevHjBH3/8QZUqVeR6/umnn/Luu+9y69Yt5s+fT2ZmJjt27GDMmDGoqsrdu3epXLky77//PpcvXyYyMpKwsDA2b96Mp6cn48aNY/fu3Rw8eFAmQD58+LDMn3T27FmmT5/Ojh078PHxobi4mGfPntG/f39GjhzJlClTmD9/vkSizJw5k7t373L9+nVUVZWU6dWqVSMlJYWjR49KIh4wpqjQzmNFUXj58iWzZ89m0qRJgDHRa7169di9ezdxcXGkp6dz7949nj59CsCFCxfkuq9lvNXvwWJNB1MImqqq8q9W6YC/yBVEXXfu3JEGJCFA6wVl7V5sbW1tQquthVGBMRZJD3fTkz1oFQRFUaQCoi/iN62cpK1L204xHmJ91iooWgVOq1xolTbRNn3yUn179N4a4fXRKnNCwdS2WfvshPdM7CPafoFpslJxrZCXxP31xE3acfhnx7WK5b9roPuPgL1pO/lfx4C3w55EcXJykpASfR2iVK1aVUJ0xHn60qNHD8m7rz1H4JTLE9b1f8FoAVy9erVkKBHH58yZw6JFi94QvhVFkW5IzXhw+PBhgoKC9OP0xvjox0jbt+7du3PmzBl8fX0JDw/nH//4xxteH33R9klfIiIiJOU2QK1atWS8jQhYL68tHf8rZ4G2rfpnkJeXJxl5tEWwmGmLXrnRj8t/9/vbirZN2j7s2rWLjz766K1j9c+O/7P76e8dEBDApUuXeOedd/j9999Nrh06dKgU7P/8808CAwNxcnIiOztbsue0atWKy5cv4+TkJONEioqKMBgMZGZmmkDYHB0dqVOnjkyEqqoqCxcuZOvWrWRmZso8DMLTkZqaiqOjI3Z2dpLasmfPnmzbto1atWpRWFhIUVERderU4cmTJzLhY0FBAS4uLjx48IAGDRpIuERSUpJkTHv69Clubm44ODjw6NEjrK2tJdOgWNALCgqws7OTnh1BHiCgXImJibi4uJCZmYnBYJCKmyB+iI6OpnPnzjx58kQy3mVnZ+Pi4oK1tTU+Pj78+eefEioolK+ysjIyMzMlZbSIszEzM+atyM3NpUaNGrx48ULGRaSmplKtWjWysrKoXr06CQkJuLu7k5aWBiAhc3Z2djL2RpBAiBxGDg4OGAwGoqOjpSITGxtL3bp1efXqFX5+fsTExFBWVka9evV4/vy5hL+KBK0iHkRYPs3MzKTiY2FhQWxsLJUqVZKECvn5+X8THvyT8rZ96qOPPmLnzp0MHDgQe3t79u7dK1mMPvzwQ/bu3cvkyZNZvXo19evXZ9KkSYwbN47i4mJ27NjB+++/T+XKlZk2bRo+Pj5cvXoVRVHYvn07+/btk56Co0ePcvPmTSIiIrh79y6xsbEcPHiQV69eER8fz+3btxkzZgynTp3i3Xff5dy5cwwcOJBDhw4xb948Nm3aRMuWLUlOTiY9PZ3s7GzS0tIoLCykbdu2KIpCSkoKtWvXJiQkhCpVqhATE8PQoUM5cOAADRs2pGHDhqiqkcVyzZo1tGrViu7du5OVlUWNGjW4evUqGzdu5NKlS9ja2tKgQQNq1aqFtbU1+/bto3r16nTu3JmVK1dKIfzy5cusWbOGCRMmULVqVVJSUujSpQuvX7+mbdu2nDp1ilGjRhEVFcW1a9cYNmwYffv25ccff6Rt27Z4enpy5swZwBiD++WXXzJjxgxUVZXEDP369ePLL7/Ez8+P3377jSVLljBnzhxq1KjB6tWriYiI4LfffuP+/ftUrlyZH374AUUxMoi2aNGC0NBQrK2tyc7Opk2bNrRp0waAoKAgbt26xaBBg4iPj8fNzY21a9fSp08fFixYQIUKFVi/fj3Lly/Hy8uL5ORkjh8/ztGjR1m2bJlElcTHx0t2Sa2Q3KhRI+7fvw8gYyofP36MqqqcOXOGmTNncu/ePc6fP8/169cxGAwMHz6ctLQ0aRDVztf8/HyZUHrYsGEy9lXIOQBdu3bl7NmztG7dmidPnrwB/Z81a5ac88uWLeOjjz7CycmJrKwsqlatKtsu8stp42qEUUd4V7QC9tvgYiIAXvShdu3acu3T7/XlQbEEEkELDRP52bSMbSIfmzZYX6s4aMkBBOJCS9mt7YdehhLKhjaQX3ue+Ctg5aJt+j5pqbC1sof23uK7GBetklRSUiL3UC28ULRN7z0S7RJKlHZ+ahUSMTaArF8YYcWzE8e0ipc+56P2WYo+aCGKot//nyQ80FvnFUWRzCVaq7v4LpJ36SdRvXr1ZF2TJk1CURQTYgH9vURuDm1dWu1Ve43+u/h79+5dli9fLrV3LUWjiOn4+uuvZdsVxUjjLWBV2kklFB+9BeXZs2coipF0QVVV3n///Tcmi2jTmTNnUFVV5l75/vvvTeor76MdR/1Hn2tISzQgFB8R8At/WUcrVaqEqqp8+umnsu4LFy4QFhYmrxeZjcW9Dh06hKqqJCQkSFYa/bNRVZUhQ4a8caw8q4F2XLTzp7x69dd8/PHHKIpCVFSUiYdIe412vuoXZP3nbfNe5HnRKj7i/J9++ong4GB27NjB/fv3Wb16NXPnzuXMmTO4urpia2vLvXv3ZB6rgoIC7t+/Lz0qlpaWJuxqZmZm/Prrr5ibm2NlZSWtcVOmTCE7O5uioiKqVasmrW6CGUy0x8zMjLlz55KQkCCVhcLCQqKjo+Xcf/XqFWVlZTx48AAXFxfc3NzIzMyUG4zwXPn7+1NSUkJxcTEBAQEmlr/8/HyKiopkrIs23kZQQAs4WIUKFaT3RMDPsrKysLOzo3nz5sTFxUkCg7KyMnJycrCwsKCwsJBHjx5RVFRERkaGhNQlJCSgqqr05IDR4yYUCaEEXr16FXNzc/z8/CguLsbGxobCwkJKSkp48eIFFSpUICoqSkJBioqKsLKykmxIdevWpVKlSqSmpmJmZka7du0oLS0lOzsbZ2dnmSfK09NTsu2I+J6ysjLCwsIoKSmRgdFmZmacOnVKKj1i3mVlZVFcXCwpmBs1aiRhiiIf0t/lvy/Dhw83ee937dqFp6cnjRs3JjY2Vno/Dx8+zM2bN9m5cydpaWmoqhHyeujQIZ49e4a/vz+RkZF4eHigKMacX5988gkeHh707t2bZs2aMXjwYDw9PeVeVFxczIgRI4iIiEBVjaykwgszfPhwTp48yYMHDwgPD6dz585cuHABV1dXZs6cSWZmpqTSb9SoERs2bMDZ2ZlWrVphbm7OkydPGDVqFB999BFt27bl9u3bhISEcOzYMXx9fWX7wsLCWLduHceOHaNRo0YoisLnn3/OggULWLVqFT/++CMbN26kf//+9O/fnzFjxlC/fn06dOjATz/9RJs2bfjtt9/47rvviIyMJCQkhLy8PPr27UtxcbFM8Lp161aqVKnC+vXradq0KbVq1SIkJAQXFxd27drFgAEDePToEZs2bZI03AcPHuTKlStERERga2vLu+++S8+ePVm3bh0vX74kMTGRadOmcf36dTp06EBiYiLff/+93MsCAwPx8PCgbt260hB08eJF7t69S1FREXv27KFXr16SadHf35+oqCgSExOpXbs2DRs25NChQxw4cIDp06fj6+tLnz59+O6771i8eDFVqlTh66+/5uOPP6Zp06aAcY1v374958+f59q1ayiKwrhx41i/fj21a9cmMjKSW7duUVpaKpOmOjk5sXnzZpYtWwZAly5dmDNnDkuWLGH79u0SlXDnzh1J1d+xY0ep+CiKYkL6I8gihFJ1/PhxQkNDTRQfce7SpUtp0KABy5YtkwrA2rVrCQ4OJjs7m9OnT/Phhx+SkJBARkYG0dHRMv5QURSZ0030XSsnCYOXlnpbGBLE787OzqSlpb0BWRPn6NsrIMuiqKpq4uUQv4kUFVplTZwPyD0S/qLlFkVPmvA2o6fwQOm9J+IaoSwIZUMoP0KWEIZKreKnjWnSKz2i/aqqSnZZ0Q/t72I8BEGBVpYS5wljqOirSOStha6J/UnUr/1NtF37u4gl1spN2n4DJhBAfZ6j/678X6/8NG/e3KTzYGqFF9Cztwnp5R0Ti5OqqsyYMUMmnStPwAdjILK2fhH/Ipjatm3bJs8VQY8iyZr4NG3a1KQfAp4jjoMxhkR7/0ePHplkCi9PCBefTZs2Ua9ePeAvRhfRhp07d74hMO/bt0/WI+hLxe9v++jHVP8S6cdNHBeKzLx58zh9+jSqakzWpihGqJ6iGPPviOu6dOkiA9DLU9769esnj4v8O+I3cc9atWqxZ88eFMUYaC+u1+YU0isiIpu3tv16hUeU+fPnm7SrVq1acnPSj4t+3opcSNoiqKTfphC9rV79X1FSUlK4e/cus2bNYu7cucybN4+uXbuiqsa8OK1bt5ZCdmFhIV5eXrx69QpnZ2eKiopo2bIl+fn5JpaluLg4CaF68uQJpaWlcnNKTEwkNzdX5uh55513TFh3RP4aW1tbsrKypGBUtWpVvL29uXbtGjY2NgYRnWMAACAASURBVDJZqYDj2djYYGlpia2tLenp6XTv3l0udALKVqlSJQwGg4SLiTYFBARQUlIi2fJycnJkkKWZmRlVq1alrKwMJycnzMyMuXsqVqyIu7s7vXv3pqzMmN8hKytLZiAXm49IGCu8MqmpqeTk5MgxESw3jRs3xsHBAXt7exlbI5KTCmVDKE2JiYnSqic2BxE/1LBhQ8zNzUlJSZFKVFlZGfb29rIfJSUleHl58fDhQ16+fImZmRnNmjWT9YsNvEGDBibwjtLSUuzt7WU+ptzcXAlTLCoqkix5f5e3F7FPiWTD8Nc7GRMTQ4UKFahbty6KomBvb8++fftYuHAhly9flgpKmzZtpFU9JCSEkSNHyueUnJzMd999x7Fjx+jbty+rVq3C29ubtWvXoqqqFOJ+/vlnHB0dad26NR06dGD//v3s3LmToqIivL29uXXrFnl5ecTGxhITE4O7uztdu3Zlx44d9O/fnwULFnD48GEJQzl+/DhXr17F1tYWT09PSkpKqF+/PteuXcPPz4+uXbvSpEkTCbEtKChg0aJFtGvXjnPnzvHOO++wZcsWRo0axd27dzly5Aj3798nIyODDz/8kFevXtGuXTtWrVpFaGgoJ06cICkpidu3b+Po6Mi4ceNQFIWJEycSGhrKl19+iY+PDwsWLEBVVbZv385nn32GqhoNaIcOHcJgMDBq1CgURaF27doyZ4+g1B45ciR5eXmSJtvOzo6wsDCaNm3K5s2befjwIW5ubsycOZOffvqJzz//nIcPH3Lw4EGaN2/OsmXLaNasGffv32fSpEmkpKQQERHBrVu3OH78uGSFXLt2LaNHj2bgwIEEBQVhZWUl4Yh169YlOjqaS5cu0bx5c3bs2MHUqVP55JNPcHNzY9y4cdILv2PHDglvV1WV2rVr4+rqyjfffCO9823atCE8PJw1a9aQmZnJsWPH6NGjB/Pnz6e4uJiMjAwsLCxYsmQJy5YtY8iQIfj5+UkhVcvOKuJiBYQ8ICCAU6dOce3aNebPn0/v3r1l/j39PjVmzBiTfWr79u3yXfjpp5+4desW5ubmhISEcPz4cRo1akT16tXx8/MjJSWFS5cumQjOgixH7MHCKCSEecG2K8r+/ftlIlWtQKxVBrRrn1gbtUW7/gpPjyC1EfNcq5DoZaKysjLZh/Lq1Y+ZOFfLaKdVkIRCIBQFoYRVqFBB7kuij3rolxb2plWaxPl6eVR89HE0Wq9OeRA60T5RjxYGKJ6FFjot9j/xfMR12melNaiK8jb5V9z/3zHS/UcQHvyzIrJZi1KeMC6Oax+GKImJiSbC/7p160zqEcXd3Z2EhATGjx9Pp06d6Natm7xm9OjRKIoi2VqE8qFvT63/YjnRtqlRo0YysFzbvszMTMk0p+3PuHHjMDc3lxumKA4ODm/gPbX3Fh4Kwczy7NkzBg0aRFlZmUxqph8fLRROrwBpi37MtW0Go9u8vEmpf27674cOHZKKjv58kbRUVY0JVSdPnmzyu7DWiTbVrFmTqKioN5Q4bRHJ6LS/ffzxxwQHB5d7X8AE6qevr7zjqmqkgy3veHmlvLa+bZz1/+vbIxL6ipxTQUFBzJ8/n6lTp2IwGCR9tQi0FTTIwgITGRkpNwFAMoU1aNCAZ8+eyUBQIWQLtjEzM2Mun9jYWJycnLC2tiYmJgYbGxucnJxITEyUrGTi/Fu3buHh4UFERIS0aickJLBr1y6CgoIoKyvDxsZGxgo5OjqSnJyMpaWlTHZ64sQJPD095QaRlZWFg4MDGRkZMrFsYWEhHh4eZGRkkJ6ejqOjI0VFRVK5Ezj19PR0HBwcpLfLysqKvLw8atSoQVZWloynEUlQhRXv9evX2NvbU1hYiLOzsyReUFVVKlviXoI9LjExUbY5KiqKypUry9xFV65coVatWjx//pzKlStLRa9ixYpERkZiYWFBtWrVSE5OxmAw8OjRI8zNzYmKisLR0REzMzPS0tJwcHAgKSlJxlmlpKRQqVIlPD09qVChAuHh4VSpUkVusMK79Xf5f1f279/P/PnzJVJhwoQJtGjRgiFDhpisJ9bW1pw/f57169ebsHKtXLmSli1bMnXqVCIjI9m/fz8vX75k48aNDB8+HC8vL7y9vfHw8ODAgQNEREQwa9YsMjMzuX//PleuXKG0tJQRI0bg5eVFlSpVmDJlCqGhoTJNxCeffEJubq5Mmh0dHc3Zs2e5d++eFER8fX35+uuv6d69O506daK4uJjDhw9jZmZG7969GTx4MOPHj6djx44oisLgwYMJDg4mJiaGjh07MnnyZJycnCgsLGTSpEksXbqU7777jvDwcBYtWoSXlxfjxo0jLi4OVVVp27YtqqqyZs0auQfVrl2b2bNnExcXh6+vr1y3P/roI/r378+dO3fYunUrMTExFBQUUK9ePZP99Pvvv8fGxgY3NzdiYmI4cuQILi4uNGnShCFDhnD79m06d+7MkSNHSEhI4NChQ2RnZ1O9enW++OILmYS8tLSUadOm0aJFCxO2tO3bt+Pq6krr1q2pXbs2S5cuZcGCBURFRdG/f3+ePXvGlStXKCoqIiAggM8++4yoqCg++ugj3Nzc8PHxITQ0lLZt27JmzRpWrFjB3bt3CQwM5PLly0yfPp2xY8fSvn17WrVqRY0aNejXrx+dO3fGx8dHxvloESbffPMNe/bskQx6ooj4SjDdL7p160adOnVYu3YtkyZNolevXlSqVEkyyLVv356DBw/So0cPcnNzcXd3L3dfcnR0JDMzU34HI0T+6dOnJtC7bt26Ua1aNa5cucLo0aPZsmULLVq0kCykqampuLu7SwWiPKFcGLX0YQLi3oIgR/u+CYVBK0AL5UoI8UIZ0CoOogjiHQF1E8aknJwcuYaXp1SI46qqkp+fL/cL7ThplSBV/cuLpYXFCY8JYEIWoJd7BZStPFlKq8xpFShxjhbiLr6rqvoGnE2bgFbE/+rZ+LT1CDidlkFPmyBWm0tJe0ykkVAURcoaou5/R/n5v97zU17RewMEv/7blB3t/59++qmJxli5cmWTyfnFF1+8oRmrqjGwWVGMMDtVVSWOWFEUyewiNjJFMXo59C+ora2tbIejoyP+/v7s3r1bTsiAgAB5P5EhXqt0iHwGGzZseMPqkpWVZaKRi3v/+OOPjBo1StJdP3jwgOfPn8t2VqpUSW4KIqu3+Kxfv97k/vox1Wvgem1ce44ITi/vOZX3rAD69u37Rn3itz179sjrBeGDoihSkdTWqaqqhO6I3Af65yuKNsFpQECAVHzEM/rss8/kBqAoCvfv35f3E4ngatasadIf7b3eZrnQnqst2j4Iq6coIpBU/zzKu6+2jyJO6vDhw6iqysqVK3n69Ck7duxg3759WFlZkZmZibm5uYRBiQVUJFwV9KVmZmZERkZiY2Mj8+RYWFhQvXp1cnJyJAmBjY0NdnZ2Mh5GeGBiYmJ4+fIlDRo0kNbm169f4+bmJjHDtra2Mmlp8+bNJV5Y1JGRkSFjZsQmpfVYCOx8tWrVZFwOQHx8PGZmZmzZsoWSkhIKCgpkwKc2VlCMV1ZWltwIYmNjJeudWJiFMiZooktKSoiMjJR1x8fHExcXJ8kc4uPjcXZ2lu96TEwMxcXFMtFoaWmptEwKC29mZiaqagyYFzkxEhISiI+Pp2bNmpIdSggjISEhMuZKrCEvXryQDHBivNq0aSPzM8XFxVGzZk3pmRJK7d/l3yvad9zCwoJ79+7RvHlzDAYD8+bNkxBWQUNds2ZNXr58Sbt27XBzc5P7jKoak3jv2rVL7lFz585l+/bt+Pj4cPPmTaZPn87HH39MUVERO3bsYOHChaiqkan0/PnzbNu2jcjISJnQ98CBA/j7+3Pjxg0WL17ML7/8IhNpKooxIfS8efN4+PAhNjY21KxZUypEYWFhLF++nC1btvDHH3+wcOFCunfvzvHjx1m9ejX9+/fn1atXhIaGMnHiRPr168fAgQO5cuWKZF3btm0bPj4+fPbZZwQFBTF06FDu3r1LaGgoaWlpjBw5kg0bNnDmzBkUxZgf5smTJ2RlZZGQkMCQIUN48OABn3zyiezrwoULJVnCmDFjGD9+PAEBASiK0QMk4OvXr1/n7NmzhIWFkZGRwYEDB2jRogXBwcGsXLmSnTt3YjAYGDduHMePH5c5izZs2MDYsWMJCgrigw8+kPcbPHgwO3fulM961KhR3Lx5k5iYGHJzc2nQoAHdunXj3r17tG3bFnNzc27fvs2qVavYvn07UVFRdOzYkY0bN/Lee++hqiq//fYb4eHhlJWVcfz4cY4cOcKAAQOkkGgwGGjdujUbNmzggw8+YMCAAURHR/Ppp59SVlbG3LlzmTlzJhERETg4OBAdHc2iRYu4dOkSs2bNonXr1kydOlWuh2JNFEyF7777LkuWLGHSpEn8+uuvTJgwgc6dO9OlSxe6dOlC5cqVsbKywt7eXhqPxXyfN28e06ZNA4xGXJEjTtynf//+1KtXT3p1PDw8OH36ND/88AOqqtKzZ0+ePHmCv78/ly9fxtPTkwkTJpCamkpxcbFkCxVCO/wFLQsMDJRKBpiiZYSwrlUChFKgPU+rYInzBPRan6BTz4wmlBThTdLWIRQXcVwULdOZoigmVN7iPoCJkVp8tB55fR4j7TEty1x5MohAKgjlTQtx0yeUFb/p47DEuaJdqvqXZ05brxhz4b2Cv8h3tGOjVZJE27RECVoa739H6ZHj/m9f8X+gaB9meUXrxixP8IW/JuaWLVsYMmQIPXr0MBEQRVyKVvERdWnjSsqrPyEhgZYtW1JaWirpG48ePWriShSKh/hf0JFq2yhiMrT1a9uujWHq27ev/E38XqVKFUJCQoiKigKMeW0++eQTtm/fTkpKism5w4cPR1VV0tLSZDsuXbpUrhAt8o2Up+Box2TChAnyfwHtWrFihXy5yhPERTvKU6K0bdDmE1JVlatXr77RDlVVJVxOXC+gJuIjErlpx0770SZhu3jxonwGWkpJrcKqvffJkycBTOKdVFVl27ZtJgurfn4pisKRI0dM5rR+gQJYunQpDx8+lNd36tRJ/v82q4e+f9oxTE5Oluf98MMPxMTEcP36db7++mtCQ0OZN28eL1++lDFpixcvlp4ZGxsb0tLSsLCwkIxKgmJUCPKCxSw3N5ecnBzJkCYYiYQXpXLlytjb20tPjDbXgI+Pj4R/RURESE+F8LKAEfoqknmKDcba2lp6soTl0dbWFktLSwwGAxYWFtja2krMsNgkRLDs8+fP5QKrKIokIACkMiOUQXFfIZiYmZnJ+CJ7e3sUReHBgwdUqFCB/Px8ScHv7OzMuXPnJPGDk5OTxKuLRLOCHEJsfAMHDgSMMXui/xYWFjg4OFBWViahMqItI0aMkJC+wsJCysrKCAoKkvBEMUeEpV1A8tLT0+WG+fr1axNc/N+l/PK2fUpQjwMcOHCA7OxsPvzwQ8n4Jd6LNm3aUKVKFTZv3szMmTP56quv5Jpco0YNRo8ezerVq1m1ahVhYWEMGzaM+vXr4+fnx9ChQ7ly5QpNmzZl//79Mu5AeA/GjRtHXl4eBoOBunXr0rVrV3bv3k1eXh5dunTh119/lakdOnXqxKxZs+jVqxceHh7Url1bEvs0atSIBw8esGfPHhwcHBg0aBDffvutZDjbv38/ZWVljB8/np07d3LgwAGioqL49ddfWbVqFatWreKHH35gzZo1VK9enfv373P//n2ePHkimR9dXV359ttvCQ8PlzGhzZo1o3bt2ty9e5f79+9z/vx5LC0tGTp0KIqi0KxZM9asWYPBYKBv3774+fnRvXt3Oa+3bt3KnDlzUBSFWrVqsWXLFiZPnsy6devo2LEjvXv35t1338Xb25sePXpQWlpKeHg4NWvWJDMzE2dnZ7p27cr9+/fZsWMHz549Y/z48Vy8eBFvb2+WL1+OoijMmDGD0NBQzMzMuHPnDg0bNmTIkCH8/vvvTJs2jb1795KRkcGePXvYtGkT/fv3R1EUWrRoQUBAAIcPH6ZDhw6kp6dTt25d+RyHDx/O3LlzCQwMZNSoUXTp0oWePXtSWFhIkyZN6NWrF926daNWrVpyDV68eDETJkygTp06TJs2jalTp9KpUyc+++wzysrK6N27N4pijGXKy8tj0aJF0mM3dOhQaTCcPXu2fJ5LlizhwoULUknS7y1//vkn8+fPlxTaP/74I19++SVgJOPRGpeFwC2U/8GDB6MoCs2bNyc5OZkhQ4YQHx9Pbm4ujRo14tChQ0RFRdGgQQOqVKnC06dPKSwsJD09nZKSEsLCwgCknARIgw/8BSvT5wnS7+Vahaa4uFiuk1rKf+27Lowbogjvv3ZdENeLuvSyk1aR0wbw65UwbbtF+7RFf65Q9Mprj2iTuKf2mQiZQpwjYhXFGGhjibQeH9EHsd7l5eWZ3E8rR2nbJM7XPht7e/s3ZBrRb9EvrfL370Kz/yOUH1HepuEJTK9249EqDtpjimLMpzBgwACTyWdlZcXGjRuJiYmRx5ydnVFVVeZj0ArookyZMoVu3bpx48YNgoODsbKyIjAwUAZBlrdAKIrC9OnTpcVKK5SC0SKtKMbs7NprpkyZwpEjR1AUo2dJbAyiJCQkMHz4cGr+l+dB4MG1gqcYB2FFFAsvQJMmTZg8ebIca1Fyc3PfqpQA1K9fH1U19RR98cUXLFmyhM2bN0v8tfiI+BZFUd6A/OkVS9GWu3fvysVaLJLaZ6pfxMT18+bNk/U8ffrUJDeRXnES9WnbAki6Z/3c0s9FfZtFPWPGjJELst7y8/jxYyIiIoiOjja57zvvvGPSF1H0SrH4q7X6aNugL9rnIDwi2vPEIn7jxg1KSkpYsmSJvO7IkSOUlJRQVFQkN56ioiJq1KhBWloaGRkZ0hpjYWEhYQ2WlpbY2NhIpbygoABPT09JIe3h4cGdO3ckBbWbm5tcDEU+mwoVKhAUFMSMGTMkPalgAMzNzaVevXoSbiZot8X7IXL9pKenS6pQMzMzvLy8KCoqYtSoUcTExODk5ER+fj45OTmMGjUKVVVNqK7z8/Ol4lWzZk3JTiOsWALDXFxcLL073bt3p6ysjE6dOslgcnH/2rVrU7lyZQwGA2ZmxhwSjo6O0jOWk5ODh4cHNjY2+Pj4oCiKiYGkYsWKKIoiY45evnyJl5cX169fl8/zwoULMmGqra0txcXF3Lt3TyaL1WLYAQlDcHJywsHBQbK9lSfU/13KL/o9ws3NDScnJ6ysrOjbty+KYoxD7NatmxQ0xR70wQcfsGHDBqmgCxbDH374gR49ehAWFsbPP//MxYsXqVChAr/99hvjx49nx44dWFpasmPHDhwcHKTRqUaNGlIwdHJyolq1amRkZODr68uJEyfw8fGhc+fObNiwgdu3b+Ph4cHhw4fZsmULn3/+OWlpaSQmJuLl5YWiKGzevBkPDw/y8/NZuXIlx48fp2nTpgQHB6OqRkhaamoq58+fZ+rUqTg5OfH06VMGDhxItWrViI+PZ/Xq1XzzzTc8f/6c3NxcwsPD2b17txQiX79+zZ49e5g1axZ+fn7UrVuXBQsWcOnSJTIyMmjQoAH16tWjT58+7N27l5YtW8qkrR06dODgwYO8fPmSx48f4+/vj6urK2lpaXh4eKCqKt9++y0hISFMnTqV6OhoEhISyMrKIikpiU2bNnHw4EHatm3LTz/9RF5eHgsXLqSwsJCLFy/SuXNnacz68ssv6dKlCyEhIdIAu2LFCo4dO0bPnj356quvWLBgAY8ePWLDhg0sW7ZMklg0bdqUBw8esHr1as6fP0/FihWZOnUqycnJvP/++9SoUYOnT58ydOhQoqOjmThxIl999RWqqhIcHMzevXsZM2YMO3fuZMWKFXh6erJ8+XIaNmwo593gwYN5/vw5M2bMwN7eHisrK+rVq8eAAQMYMWIEHTp0QFVVli9fzqBBg5gzZw6rVq3ip59+Yu3ateTl5aEoCg0aNGD8+PF069ZNerMDAgKYPXs2M2bMACAjIwNFUfD3N5JsiZyKgiQDjIld16xZI9+RrKwsCWsEZHqNqKgok31K5P5LSEjg6tWrfPLJJ3zxxRecPXuWxMREUlNTcXZ25tKlS+zatYv4+Hh5DwELU9W/oF/aPVhRFBPFRcgS4nrh6VcURcKptcqQWBe1gre9vb1cmwEThUlLqy0UAT3MTG9oEpBTBwcHk3gncUzbF7GWi7pE3/Rrkl5GEBA9GxsbVFU1IXAQnn+t3CO+i/sJBUhcp0VYiP4JpUmgQYTxTnu+Ni5Ki1YoTw4SdWqVxH+n/EcpP6Lote6ePXu+IchqP1qhXCxQQiAXdaiqyueffy5z+ly6dElCacSioxWQ33//fVTVGG9SVFREXFyctGCcO3furRq7eLBnz541gcaJcxYtWiRjEMQ9RB27du2SHh9fX1+pHIl6BZmAXlExGAySzlsvHGs/d+/elcwuWnellmFMURQJvRJY8cePH5vcT9T91Vdf8eLFC3bs2CHr2rNnD1evXpXnCBiaoigSOiDq0mNmT548iaoacxDpFRiRrE7f92HDhtGoUSPGjh0rvUDaOSSYb44dO2bynLTj4uvrW+481D5joVSJEhkZaXIvAS0Uc0rU3ahRIxo3bkxISIg8/8yZM1y7dg3AhFFQeKIsLCyYMmWKyXwq7x3R90PLRieuFfNK/+zER5swDuDBgwcsXbqU7du3y4D43NxcKleuTFlZmfRAeHt7S28FGBcpa2trnJycsLS0pGLFipLQICoqipr/BasRz/3169eoqtGSmJOTg42NDQ8ePGD69OnSy5KXlye9E2JcAZmY886dO5IwIC8vjypVqpCfn09SUhKlpaVSebp8+bJku2nVqhU2Nja8evVKWrVKS0vl5i6wzKr6V34DscE4ODhIJjcBWYuPj6egoABra2vpxRFjIRjWrKysSElJwcHBATs7O0l17eLiwvPnz4mJiZGGlKCgIFRVZdKkSRQUFJCamipz+AiWPHd3d7kpbdmyBXNzc5KTk+VzdHV1Ncm6XlhYaOJxev36tYQIFRUVmdC+/l3+9SLeqaSkJI4cOUKLFi349ttvUVWVVatWyfWsS5cuqKrRyDZw4EAJE0pNTaVDhw74+/tTXFzMuXPnaN++Pbdu3WLatGls2rQJX19frl+/Tt26dXF0dJQGtYkTJ6IoCqGhoXz//ff88ccfUhgsLS1l48aNeHt7ExwczKxZs+jQoQPPnj3jxIkTmJmZMXLkSJYvX06rVq1ITU2VFMoColW7dm2mTJmCn58fiYmJtG/fni5dutC5c2euXLnCV199hZmZGY6Ojly8eJHly5fz/fff07t3b5YuXcquXbtYvnw53bp14/jx4yiKwq+//irZV2NiYjh8+DB9+/bl1KlTPHv2jFOnTvHJJ5+wYMECunfvzpQpUzh58iQ3btz4f9h776iqru3v+7NpUpQmiFgQRUURsCtqVOwt9tijUWPDaJTYI/ZOjBrjtcSCPXZRDBoLRiUaO9iwgSAqXRGkl/3+cX5ruc8Bc+993zGe97nPc9cYe5xz9tl7tb32WnOuOef3yw8//ICHhwdjx46lbNmytGnTBgsLC9LS0pg7dy779++X3F3Hjh3D1dWVhw8f4uPjQ/ny5UlNTSUlJYWAgAAmTpxIr169yM3N5fr168yZMwdvb28qVKjAxo0bqVWrFjdu3KBXr14EBARw7do1TE1NsbW1pV+/fqxdu5bp06dz4sQJAgMD2bhxIwEBAXz99dckJiaye/duGjduTN26dZk3bx6bNm2ibdu23L59m9q1a2NnZ8fVq1cB3VzWrl07UlJSqFSpkhwbLVq04OHDhyxYsICffvqJdevWUaZMGVxcXOT4O3jwICYmJowePRoPDw/at2/Pn3/+yYkTJ/Dz8+PYsWP8+OOPdO7cWQq9/v7+DB06lDVr1sg1de/evbx69YrffvuNzMxMateuTZMmTRg2bBirVq3C0tJSbjIqiiKtYFOmTGHBggVERkbqrVMi7q1cuXLMmTNHgieIdUgoVCI1b94c0HkexMbGys3a5ORkdu3axYwZMyQS6dWrV0lOTiYvL4/09HQqV64syxVCOny0QJiampawGAghXHud2NwSyotoq1gDhMePoujiUASCoyhX+10kLZKcVm7RxtRok7C+ANJl0PCaT8V8i3Zp26SVlwSAkKIopbryieu0AEjinIiTEi5v8JGMW1iTxTotDqFAifoJ/iet4ifqqW2H1uKkBVwqTQb6Z+l/e56f8uXLq2IgaV8gw+8ilfbQAapXry53nkvLS3u9oYBsmD7VZ4LRuDSBVFEUDh8+LM3coLOYCIQxgJ9//plJkybJ+318fLh+/XqJvBYvXsyePXskAalhUhQdPKVAh/ln7SmtfePHj5cBt/9sjIj6Nm3alFu3bpXIC3QBlImJiRw9erSEEmKYj0iDBg2Su0Hiv0ePHkk+CXFepJMnT/L06VOmTZvGo0eP5G65KOf9+/eSF0Xw5mjz/md9ox03GzZsYNKkSSX+09bJsG3ac6NHjyYoKEie+/Dhg9xhF1w+nyr7756n4dguLWnzKS1fbV6ArJu2HYZpyZIlUthYsWIF48aNw9jYGEdHRzk5WllZSUjn2NhYbGxspPJUt25dPnz4IPmHtCg+AiEtNjaWjIwMGjVqJF3jzMzMcHNzIyYmRipFRkY6zhpra2s+fPhAbm4ulpaW5OXlScJVoZhUqlSJN2/eULZsWUxNTXFyciI1NZWYmBg8PT1RVZXU1FSJCicW0Ldv3+Lo6Cj7RFF0rnFv377F2NgYW1tbqVBlZ2cTExMjOSiqVq2KkZERCQkJuLi4YGxsTHZ2tuQrsra25s2bNzg7O0tocSH81KpVi6ioKKKjo3F3d+ft27fY2trKhf7169e4ublhZGREamoqTk5O0u0vPz9fLlICGkvFkQAAIABJREFU5lqcd3BwkPFE5ubmODo6Eh8fL68F/mX+hP8bk7Ozs5qYmFjq2lJcXMzFixfx9/enVatWbNq0idDQULp37w7o5n3X/7HWX7x4kdOnT/P48WMuXbrEtm3bWLRoEXFxccyaNYtmzZrh7e3N2LFjGThwICYmJkyePJmNGzfKoGsRt5ebm0t4eDj379+nZ8+ehIeHU6VKFa5du0afPn3o2rUr27dvJzk5mYEDB3Lnzh1mzZpFu3bt+P777+nSpQt2dnZUrVqV9+/fs3XrVgYOHIinpyc9evSge/fuzJ8/n9jYWN6/f8+WLVu4cOGCRJ579OgRmZmZODs7M23aNACio6MxMTGhWrVqtGjRgm7durFgwQJSUlKoU6cOPj4+jB07ljNnznD+/HmeP39O5cqVKSoqIjExkREjRhAREUGLFi3w9fXl4cOHnD17lmbNmrF8+XLKlSsnNxtEunr1KkVFRWzbto1du3Yxc+ZMUlNTCQoKol27dri5udGmTRvs7Oz4888/KSwspGLFinh5ebF+/XrS0tLw9/fH3Nyct2/fSrAFgDNnznD58mU8PDyoXbs2e/bsoV+/fty+fZujR48yefJkhg4diqenJ4WFhdItr6CggIkTJ7Jz507Mzc1ZuHAhLVu2ZObMmdy6dYuWLVtSWFjIyZMnGT9+PJcvX2bkyJHs2rWLkSNHMmDAAM6cOUPFihXx8PDAyspK9mGdOnWYOHEi8fHxBAUFMW/ePD58+MDu3bspLCxk1KhRKIoOPGnfvn3STa9ixYq4uLhgYmIircfBwcH89ttvuLu707t3b5KTk2UM08yZMwkMDJRuvM2aNWPMmDFs3LiRuXPnEhISIuOTv/zyS548eSLlgydPnuDu7o6qqpw4cYLevXvL5yXAVxRFh9AneNCEJ452Derbty/Hjh0jLCyMe/fuSeLVwYMHk5ycTK1ataQyZGZmRsOGDeU7efv2bQkpruUV0q7jWk4dVVUl6alWIRBJG2+qqqpUUMR1WgCK0uQe7dyhjU3S8gCJtUa40AlqBNCHtRZJq/Bp6ymu1bqZaeNoxKdQjMR30XZhcRGABqL+wnNAcA6J+mk5jET+YtNQ3GOIRKftG8M+Fv9peTDFs/hX16n/7ZUfRVFUKF2o0/6+ceMGzZo1K1XwMzExYdy4cWzcuFHvPkVROHLkCF988cUnlaawsDAZWwFQvnx5vd17RVE4e/asZM4WQehz5sxhxYoVKIrCnDlzpPuQu7s7T5484e3bt3h7e8tJVFEUTp48Sa9evbh37x7e3t56bVBVHbS2j48Pjx49Ii0tjdatW39ScQO4dOmSNG0nJCRI17cJEyZIaGnRF3369CE4OFgvj9LyLC19agz9M6XiU7sTqqry4MEDHBwcqFixoty9Ee6A4kVr3769VGC06ezZs4wfP14P3e1TZQvC2H9FYTBs7/Pnz6lVq9Ynx45IWsI4w/xUVZXkcp9SPv7Z+X+myPydglla/qWlT20+aD/Nzc3lDliDBg2IjIxkxowZmJiYkJKSQuXKleVEKqwxAk7UyspKorAJArz3799Tv3597t+/T3Z2Nvn5+YwcOZKTJ09KJcfExESOi4oVKwJIRDPBUySuy8rKwtraWioMb9++pWzZshIsoLi4mJSUFGrVqiXhno2NjXnw4AEVKlTAxsZGzwXS2NgYc3NziSSVnp4ugT2KioqwsLCQCpaVlRUvX76kqKhIxi0Jf/Jy5cpJJcvS0hIrKyuKiop48uQJjo6OuLi48PLlSxwdHSVct1hMLCwsyMjIkEr98+fP8fLykrDjN27coFWrVtI9D3QWKvG/hYUFhYWFkhBWEMuJ+EXhdmVkZPRf5edv0r+6Tv3www/MmDGDgQMHMmnSJNq0acOuXbuoVq0ax48fx9ramr59+8qYlS1btjBz5kwaNGjA1atXmTFjBgcOHGDv3r0EBgbSoEEDnjx5QmJiItbW1lStWpWuXbsyY8YMNm3ahKWlJRs2bJBABDt27KBv374EBgbyxx9/cOHCBQYMGICXlxcLFizA1dUVW1tbwsPDJfHvy5cv8fHxYeDAgTg7OzNlyhTpFvfzzz/TqVMnMjMzOXToELt37yYhIYF27dpx6dIliouLadeuHUOHDsXBwYELFy7IcwLF0NPTk7/++otjx46xdu1aYmJiqF+/PnFxcURERBASEsLo0aPZsWMH33//vbQ2Xb9+ndzcXPz9/Xn9+jUbNmzg8uXLJZ6NhYUFw4cPZ8uWLXIzbdCgQfL/unXrcvjwYYnIVr16deLj4yXi2rhx4yQIQs+ePTE3N2f48OHExsZy+PBhjI2NqVGjhiTrrlWrFosXL2bdunUkJSXx5s0b+vXrR1ZWFg8ePMDY2Bhra2tev34tYb2/++47AgMDqV69OomJiURERODo6MiOHTvw8/Nj0KBBVKhQgZ07d3Lu3Dn27duHt7c3GRkZAFIAnj9/vlwTjxw5gouLC5cvX2b69Ons2rWLffv28ebNG+7fv8/evXsleE9oaCjh4eG4uLjQp08f7ty5Q/fu3Wnfvj2WlpbMnj2b27dvY2Vlxe3bt/ntt98AJI2EIHjNycmRADSqqnPRGzVqFN7e3uzYsYMmTZrIza2kpCTc3d2xt7enXr16nDx5kvDwcOnmZrhO9evXr0RsrGHSynPi3cvMzJRz7Lhx47C0tJRjNDo6mvfv30s+LUMQA8NY2tIQdQUktzZuXMyx2noI13xt/oZu8FrrivZT1E0grRYVFUmrlXYTS7ifaestFCZtfuK8aINot1BoVFXVU2pE20XZwuIDHxHvhFKjRZ0z7Ddxj+DiE/UXm6Kg79JmqBSKPtDKgUIZE9f9H0lyKpKhsKYoiuQU0Qp+Atr31atXJRQf+GhuU1UdKproyNDQUDlg2rdvr4dUlpaWpvdARPDokCFDpFlSURSp+KiqKoPsXVxcJMGqvb09r1+/ZvPmzSiKQkBAgDQzC/hk7aEoCj4+PiiKQr169Vi2bJksR/yvFYZVVUeOJv4Tio+i6Py2xfft27ejKAonTpzQy0OAIAB8++23Jeoj4olEn5Z2aPvZ8BDJcAdFfPfy8pIT0ps3b0hISGDIkCGoqkrv3r0xMjKS8Q+dO3eW+S1ZskQqoqqqytguVdUF4WvrfOvWLelGKM5rLU2GfSpSdnY2AQEBklfJsO7a4969e6UqPtp2C8WnTp06Jcr61CJQWn6iHlpSutIUKO1Eqy3v755RaQqSoYIlCOcAIiMjAZ2wd+/ePbZt20ZCQgLGxsbk5ubKmIbs7GycnZ2Ji4ujTJkyEpRAWGcE8ICdnR2fffYZa9eulb7FAla7atWq0poi+sLR0ZHU1FRUVRdQXlhYKK0/Xl5eALK/O3fujL29PampqRLpTaAZWVpaMmjQIIkKKeC/q1SpInejzczM9Ij5xK5Wbm4u9vb2ZGVlYWNjg62tLW5ubhKIoaioCGdnZz58+EBxcbGMg8rKyqJ8+fK0a9eOevXqkZGRQcOGDSkoKKBr164yrkkbGCsY5hs2bEh6ejqqqnPpmD17NkZGRrx//15vDhOLp3DPE+6KBQUF0l1R7Mz9K8rxf1PJpO23uLg4FEWR8R3Lli1j4cKFBAcHExcXR7t27XB1daV58+YSyWrUqFFERUWxc+dOjI2NGTRoEJcvX6Zjx4789ddfpKens2zZMnbu3En37t15/PgxoaGh+Pr6yliSwMBAFixYQOvWrXn27Jmkhjh06BDr16/H3d0dLy8vtm/fzqJFi/jw4QOXL1/G1NSUHTt2ULduXVJSUqQb7/jx46lXrx67d+9mxIgRnDp1ikmTJkmBc9WqVbi5ubFixQri4uJ49+4d/fr1Y/jw4axZswYrKyvKlSvHrVu3+Oqrr5g3bx7Ozs5s3LiRSZMmcezYMUaNGsW+fftwd3eX8VA1atTAwcGB+Ph4VqxYwV9//YWlpSXNmjWjQ4cODBgwQG70Xb58GVVV2bZtG4sXL2b//v3SdXvw4MEyZlRRdEAJUVFRvHjxgunTp3Pz5k327t3LtWvXpFBVUFDA5s2bOXHiBN9//710EXN1deXly5fs3r2bPn36sGnTJo4fP058fLwEbAgPD+fixYusXLmS33//nbZt21KnTh2io6OZNWsWlpaWbNu2jevXr7Nq1SoGDBhA9+7d2b59O48fP6Zly5YMGzaMp0+fMnToUH777TfMzc1JSkri7t27rFixgp07d7J7924iIiLk2jBq1CjpqhYZGYmfnx8//vgjycnJ/PTTTxL4YMCAASiKwqNHjxg+fDitWrUiKiqK7t274+vrS1hYGIMHD8bf3x8jIyPGjh2LlZUVn3/+uUS8BR3S7YMHD4iJiZFuat9//z39+vXjs88+w83NjSZNmqCqqiQ637x5M+/evSM4OJgJEybw9u1bWrduLTeXRSymouhi5I4dOwb8/Tr1xRdfyN8CHEgoeKCLO8rOzubQoUNMmDCBoKAgQkJCOHLkiARP0MbPijlWWFCEAqOVcRRFkRYdsSGVnp4u5wBxnYhd1SatFUa4u2ld8uDjPCzoGbR8QMJiZWRkRLly5fQgsxVFKeFCV9q6bqg8GBl95OsReQnLjPiuVWbEml1cXCw9NgQxveg/7ZwolEWtEmZnZwfoxzsZWoJEfuK5l4ac9++k/wjlR9sBIhkKXoZC9IcPH5g1axaqquot/KqqMnDgQPm7bdu2wEeuHkVRpF+9yC8/P5+nT5/K3wJa2dXVlWfPngHI+BZFUbh+/TqKorPkTJ8+Xe8+sWMi6iLiV5YsWYKi6Mg+DYVTQ+F28+bNEgJ19uzZUqERfSEULKG0ff755xIC0nDwi8Bu7TFhwgQ5USmKjqxNW5dLly4xZcoU5s2bV6pi88+UIlGP+Pj4EpPI3ylNgtD05MmTeuNBG2NVuXJlqdR99913HDlyRNa9atWqem1v3LgxM2fO1HvJRaDm341FKysrli5dWqKObm5uJa719vYuVZEaMWJEibZGRUWhqqr0rzd8/gCVK1eWoBeGk79I06ZNK9Hf2nxUVR8IQsTMldZWw/Pa/AzPad8Zbb+IMS+4Ny5dusT48eMlu3dUVBS2trbk5uaSlZVFdHS0dM96//69ZLaOioqSLmhi8lMUXaC4sIaIullZWdG5c2eMjY2Jjo5GVVVp/RCKWVRUFKamprx79464uDicnZ1xcXEhLy+PmzdvAjpFV8TiaJUBAXVdtWpVTExMyMnJkTFEiqJIq5bgNnr06JF0b8vOziYzMxMLCwtJJipgtoUVLDc3l/j4eB4/fkxubi6xsbEUFxfLTRoRgyRAF3JyciTstYAiLy4u5sWLF5iYmGBubo69vb10b9GS/RUXF0ufa7E4v3//nsLCQnJycihbtuy/zZ79f2PSvssvXrwAPs7h9+/f5/bt24wfP55Lly5Ru3Zt3NzciIuL482bN/I5bN++nTZt2nDv3j0iIyPp1q0blpaWREVFkZ2dzbNnzwgJCWH16tUkJCQwb948Vq1axciRIyU4gIglPXv2LBEREfTs2ZO5c+dy//59ypcvT35+PkeOHKF58+YsW7ZMKipiPbKzs+Pdu3cUFBQwbtw4+vfvT2ZmJqqqMmzYMPbt28elS5dwcnIiNzeXBQsWUL58eRRFF5d56dIlbG1tcXJyIjExkfj4eHr27MmiRYvkOhcWFsa1a9cYNWoUt27d4rvvvqNcuXK0atWKpUuXsnnzZoyMjCT9wpgxYzh27BirV6/mwIEDjBkzhgoVKuDm5iaDpTt16kS9evV4+PAh3bp1Iy0tjZMnTxIREcGBAwdQVZXXr19z/fp1Dh48yNWrV6WVYcSIEcyfP5/PPvuMVq1ayff4559/JjMzk/79++Pg4EBycrJ0XRdK5N27d1FVnQX/xYsXREVFkZ+fT2xsLKdOnSI8PJy4uDh++ukn6tevT/fu3aXQumzZMvbs2cO+ffvYsGEDSUlJtGrVinLlyknl18LCAhcXFwYPHkybNm0A3W777du3qVGjhuTxcnV1pUqVKvTo0YMdO3YwdepU+vbtS3p6OlOmTGHWrFlMmDCBU6dOcfHiRerWrcvp06fJzMzE0dERDw8PRo4cSfv27bl16xYTJkwgICCAqVOnEhAQQJUqVVBVldWrV7Nx40ZCQ0PlfC/mD1VViY6Oxt/fnxUrVjBt2jSuXLmiR0YurBeC4Nzb25sePXpQvnx5ABkbuWPHDnbs2IGq6mI/58yZI8eoQAoV71tp65QAfxDxvIqii4H75ZdfZL1TU1NJSEjg4cOHPHjwgD///JNTp07Jue/OnTsSNEG4wIl5UwumoLV05Ofn6wnxWnnIMHZSKA9ACZc4gbymBaURsZoi7lRsumljcbRJKGuGsUoiCQVCWPe1dRDgEKJsQ4VDC30t+kKsE0L5MwRiEnlo44O0bRRxttq1SJu0wAui/iLfTyHefir9Ryg/f5dKE+4cHR0pV66cHDwCjQx06EeHDh0CSroPjR07FvgYTPb8+XNUVaVmzZoyAF1VdYg2YoETZXp6etK4cWN++uknmjVrhqrqgvBXr14t869Zs6beIDA2NpZs0CJNmDChVMFXKziPHz9eT1kA5DlAKmSi/SEhIZw9e1bmJ7gPRo4cqdeH4ggPD9crT1F0rnuKogNzEDtsYiEzfAZafp68vDzZX0IRFPV0cXFhy5YtEjjBUHguTWESdSpNyFZVlefPn8tr1q5dW6oipv399OlTPUQzbRyO4MEprXxF0UeJWbNmDTExMfK3uEZYCrXnFEWR6EaGY1iMV207tW09e/as3guu7atPKaGGY11RFBYvXiy/h4aGAuiBBhhOoqVNKoZxSdr6aMvS1mfnzp389ddfgE6JX79+Pampqdy9excTExNmz54tCT3z8/NlrFFOTg4pKSk0a9ZMQl+Lif3evXu8f/9ens/OziYlJYWLFy9iZGSElZWVnPxFvIGWn0Bw6wgQBHNzcz2o6ydPnkgXsIKCAvLy8khOTtZTFITlRFuOsbExHTt2lLFMJiYmPHv2TCo6qqqDlnZycpJIQgIVMCYmBnt7ewoLC7GxsZGw5OLdFe6CIo7AyMiIatWqSRdKsfERFhYmIbdFTI8gQy1btixGRkaUKVNG8iwYGRlhZ2dHrVq1pNugAHD4b/rXkxZGHnSxE40bNyYxMVFa+MuWLcvSpUvx8PAgIyODmzdv0q1bN0aOHEloaCidO3fGz89PrjVXr17FwsKCKlWqSAjklStXEh4ezo8//khkZCTZ2dnY29tz6NAhTE1NadmyJUuXLuXrr7/G398fd3d3zM3NqVevHrVq1WLhwoV8/fXXVKlShYYNG+Lu7o6pqSlt27YlODiY8+fPExYWJt+V33//HTs7Ox48eEBmZiZt27bF0dFRggINGTKE7OxsWrRogZubG7NmzUJRFDp27IiZmRnfffcdYWFhxMXF0bBhQ8qWLUunTp149uwZ3bp1o0ePHjx9+pT58+cTGRmJk5MTAQEB3Lx5k5UrV/Lll19Su3Zt2rVrR05ODkFBQRw/fpyMjAy+/PJLBgwYwL179/D19cXe3p61a9fSrVs3fvnlF6pVq0blypW5ffs28+bNIyQkBHd3d65evcqiRYuoV68ekydPpnv37pJ/5/Hjxzx79kyioWmVHkdHR8n/17RpUxRFwdXVlePHjzN69Gh+/fVXsrOzMTMz4/bt29IzRLz/8BHk6MqVKyQnJ7N27Vp8fHzo0KED5ubm9OjRg8mTJ5Ofn0+jRo2IjIykX79+ZGRkkJubi7e3N7Vr16ZPnz6cPHmSgwcP6lEujBkzBldXV86dO4e9vT1JSUkkJiYCOsExLCyMFi1akJ6ezps3b6TXyfTp01m0aBFPnz4lNTWV5ORkjh07RoUKFaQyMWrUKNmGnj17EhoaSosWLZg1a5Z0Vb9x4waPHj2S6IKKovDs2TOuXLnC9OnTpdDcsmVLmZcWEW3RokVSphAeNFoSaEVRpKANOjc8gS4nkNACAwPl/3v27OHx48dSqQbdeqsoOi+au3fvcvfuXU6fPk1oaCgpKSk8fPiQyMhIioqKZBxnSkpKCdcyUX9hTTdcg4VSJM6J9coQ6Uzkp5UvRN5CeRL9o4W6FrFGWuuIllBV63amLQeQHJTiPddSk4i6auOihBIklDFRrihPPB9tEmULxU0rYwhIbFFPkbe2X7RKmDiv9cr6d9N/jPJjqAwYCnYiCD4+Pp7k5GR8fX314PrE/R07dkRRFIYMGaI3YFVVlTsCGRkZqKpKhw4dpBKkRYcTMIbi5RKua6dOnZIoO59//nkJ4a9Tp06yLoqicOHCBW7duqUnvAowAHG9oeIza9YsWYahcCzSo0ePZP/0798fRVHky3769GkuXryIqqrs2rULRVFknIY47t+/X0LoFwpC+/btURTdjti8efMA3cKubcOxY8d4/vw5iqKzPtWtW5fff/+d1atX6z0PGxsbxo8fL/1xteWJT+G+pp1kgoODP6kgLV++vIQC9SmlQFV1fEwzZsyQ51JTUzlz5oyccLV9r02qqkPCEsS2An1NkNSJ+jg4OJQYg+J+RdHBiAr0O+1LPHz4cL3fonwtiMOnPoVgpB3b2nJB3womrrW3t9e7zzBfwz4UMKWGC4Dh97/LQ1VVgoKCCA4OluAfVlZWrF69mhUrVlChQgU+fPiAsbExLi4uEmlQ2zf16tWTPsdit8rExIRWrVpJ4R6QPtmJiYnSDS43N5fg4GA6deokTfegg7AX5n9hgRJcWWZmZpQvX14qWubm5hLlTUzUQjHTKr8JCQlyY8ba2hpnZ2cqVaok65uVlSX7yNjYWLLQJyUlUaNGDYyNjXn58iWFhYW4uLhIJLmCggJevXpFVlYWWVlZZGZmkpKSQmFhIW/fvpUM7iJfQ44EVVVxcHDAzMyMd+/eSbAE0W//tfr8a0m44UZFReHj46P3bmzfvp2QkBBiYmJ48uQJa9eupW3btowePZpNmzZJ7hQ/Pz+uXr1KZGQkGzZswNbWFkVRqF69Oj4+PnTp0oXWrVvj6+uLn58fQ4cO5dWrV8yYMYPmzZvz119/MXfuXOkic/78eebMmYOlpSXPnz9n/fr1NGrUiDp16rB7927u3LnDN998w7hx41i4cCEbN27E0tKSOnXqYGZmJiGqhXBy5swZGjZsSKVKlSTEtYODAzNmzEBRdHxEPj4+vHr1iqioKDl/X7p0iQkTJmBlZYWvry+FhYUkJyfz5ZdfEh8fT6dOnRg0aBCnTp3iwIEDNGrUiG7duqGqKr/++itff/01Xbt25auvvpL92q9fPw4dOsTMmTP5/vvvCQ4OxsXFhWvXrmFpaSktHKdPnyYqKgo/Pz/i4+O5cuUKR48epUGDBuTn5zN27FiaNGlCmTJliI2N5eDBg3h7exMSEsKUKVMkhLixsTGxsbEy/ujRo0eYmZlx+PBhub4ePXqUQ4cOScW0ffv25ObmSh4kcVSsWJHs7GxJZtu2bVt++eUXPf468SxUVYfEKgL+jx8/Tl5eHh4eHvz444+cOnWK0NBQXr16Rd++fQEdsMS7d+8YO3YsQ4YM4c2bN4wdO5amTZsSGRnJ7NmzOXz4MFOmTKFdu3YEBgby4sULySt16dIlWrVqRffu3SXIire3N3369CEoKIjGjRtz+PBhvv/+eypWrCgtdxMmTGD06NHS+8DIyIg1a9bg4OBAz549AV2M1bNnz7h16xZ169YFYObMmfJd6dSpE0FBQQwYMAB/f38sLS2lZRGQVqajR4+iqjqrIOjWhA8fPkjUWGHxF+t7SEgIhYWF1K1bl4sXL8pY0SdPngDg6elJw4YNAZ0HyIMHD7hy5Qpz587lxIkTxMbGsm3bNvLy8jh69Kh0vb948aIeh4/YNDJMWkFdu2ZqCVHh4xqpJRpVVR0okvAuEEm4i4lzQqES58QGnTZOyVAeUBRFTykTcbkidkisrSJPLWKdaI9wxxMKm6i7iYlJibzFGi3qaiiXaetmmIQCJrw8tN4epV3/d8nk37r6f7NUmsAszhsieWmTQK/av3+/PCfu7d27N6amphw+fJi4uLgSeYjvQjhVVV1ciTaPsWPH0qFDB3777Te9etWvX5/IyEiZ15IlS/T+j4iIkFab8+fPc/bsWezs7OT1ZcuWlZYi7X3+/v56v9euXYuHhwdly5aV7PHt27cnJSWFbt266fUf6Hgo2rdvL+NdSutf8VvAUpYmJGu/jxkzplQlxNramurVq+Pn58emTZtKKG7a3zt27ODChQtyEhUvnXBLLO3ZinsFiW1pgrmhwqj1kz127BhdunT5ZL6lJVVVJRGuSCNHjiQoKKjUyU5b90GDBjFy5MhSlQ2RtCgxorzSklBGc3NzmThxYolxIpKfn5+MgVu0aBELFy4sVXHp3Lnz37b7X03adhn2g7ZNhn2jKIq0xq5bt445c+YwbNgwAAk+ICbe9+/fY2lpKaGti4uLuXv3Lra2ttKkLmJcTExMKCgowM7Ojvz8fIYNG8bnn3/Ot99+S5kyZUhPTyc+Pl6ixl2+fJk6depIX38TExNcXV1JSEiQu0+q+tGcDzoFtLi4mLJlyxIXF4e9vT35+fmyjpaWlnLHUiht1tbWKIpuV9HJyYmwsDAaNGiAhYWFtIZdv36dRo0a8fr1axwdHUlOTqZy5cpYWFjw9OlTevToQWJiIm/fvqWoqIhRo0Zx+/ZtEhMTJe+Ri4sL+fn5euzuwk1OIFoJfp93797x5s0bnJyc/j+Pg//Tk6+vL4AU6ERSVR1K1K5du9i4cSNt27alevXq9OrVi/r160toYO37sHXrVnJychg8eDDLly8nLCyM58+fExoayp07d+jcuTMRERFUqVKFRo0a4evryw8//MDkyZNxdHRkxowZLFy4EGtra27dusWoUaO4ePEi7u7unDhxgrJly1KvXj0sLS25ceMGqqoyadIkdu3aRY3KYXySAAAgAElEQVQaNWjUqBGHDh2Srlxt27ZFURTGjBlDRkYGX331FY0aNSI2NpYmTZpIof3GjRvs27ePOnXqcOzYMUJDQyXf19ChQwkNDaV9+/Zyh97CwoKbN28KQA1iYmK4cOECT5484cmTJ6xbt47o6Gj27t3LrVu3pKWla9euvHz5kkePHnHkyBF27tzJokWLUFVVxsKsX79eQiBv3LgRPz8/Ll68yN69e6lQoQIeHh707duX48ePM2XKFL788kv2799PQEAAu3fvxtTUlHHjxskNsc6dO3Pw4EESExO5c+cOzZo1o1KlSjx+/JikpCTc3Nzo3r07GzZsAGDOnDls2rQJc3NzTpw4Qa9evdi9ezeurq7s3LmTsLAwRo8ejbOzMz/88AOvX7+mSZMmEp3xt99+4/79+yiKzktDkIh/9tlnuLi4MGLECJo2bUqVKlWoXbs2Hz58YMSIEaxYsYKIiAg5Jm/evMm+ffs4ffo0v//+Oz/99BMdO3bkzJkzdOjQgT59+nDgwAE2bNigJ/P06tWLvXv3cvDgQY4cOSJBAr799ltSU1NZtmwZ8fHx9O7dm2fPnnHo0CEZf3v48GGCg4Pp3bs327dvx8fHR27yLVy4kCZNmlC+fHk55507d44BAwZw5MgR2rZti7u7O9HR0VStWpWUlBR++OEHuU4JygYR3yOsi56entJrApAbj2lpaZQvX57PP/8cJycnkpKS6Nq1K5UqVZLXVqlS5Z+uU6Ghobx9+5YKFSqQnJxM69at2bRpE0uXLiUmJkbGgqakpMiN8dLctMRvLbGoFnXNsB7iP0FZYmdnJwV/rZuasDJqLVJC+dDmq03aWB9tWdo6au9XVVVvg0+4cgtvKZFfTk4O5ubm8hotYpygchCKkJALBfG2UNiEhcgQoEF81wIvCEWqNFe5T6X/GMvP3yWt8CniP0Bf0NQe165d0xPqb926xZ9//omq6mAXRZyIoihSeVAUBScnJzZt2oSiKJK1eNasWXruVXXq1GHkyJHMnj27xCDSKjuhoaHMnz9fD1HDz89Pltu6dWv8/PwkN4Gi6FyVGjZsqDdYVVXHGSHS06dP8ff3R1F05I+vXr3ixIkT3LhxQ4I7iCR2Svbs2aO346TVwrW/tQNOe27UqFEl6rRt2zYURZFoNKAzbWZkZBAZGcnGjRsZMmQI4eHhJcoU1pPRo0czePBgQN+301BA1j5v4ap4+vRpbt68KXdOVVVl2rRpqKqqpxhp84qJiWHPnj0lxov2pdu8eTOdO3cuUedx48bp1WPnzp3yvoiICMnjY1j3gwcPSle9TyWtQF2zZk3MzMwkwIcoD2DEiBHSOiGUG/EMxaeiKJJnQVEUvdgf7fPeuHGjdLETcWja8gwn0tKejdiV0iZxr5bIzrB+2t8iTZ06lZycHOrVq8e2bdv48ccfJehHUlISjRo1oqCgQEJsCmVHTLbwcefN2dkZMzMzGWPz8OFDZs2aRXp6Os+ePcPBwYEXL17IWMHPPvuMsmXLSrI3EZsEH/mchOuc6ANjY2MZC2RiYoKFhQVZWVkyADU/P5+XL1+SkZFBXl6eVHCLioqkYteqVSsyMzOpUKGCtMaKeIPKlStjYmKCg4ODhEj/4osviI2N5cOHDzL49datW5iamkpUN0VRpEVcLCoZGRmUL19ekrPa2tqSkZFBZmYmlpaWEuzhv+nTSQutXFoS0MZr165l5cqVNGnShJo1a0oghIiICKpXry7jNe/evUtubi7u7u6YmJjw6NEjMjIyqF27NrNnzyY9PZ2XL19y8OBBDh06xIULFxg2bBjnz5/nxIkT9OnTB39/f1JSUigqKiI8PJwKFSrQtGlTSaRrbW1NSkoKP//8Mw4ODiQlJVG5cmUcHBxIT0/H39+fhIQEEhMTJYiAgBDeunUr586dw8LCgsjISLy8vFAUhYULF+Lg4EB0dDRDhw7liy++YPv27URERODl5UVmZiYXL17Ez8+PBw8ecOjQIQm1/e7dO3JycujQoQNNmzblxYsXVKlShS+++EKSlArXsaFDh7J161ZOnDhBmTJl+Oabb/jmm2/YsmULLi4uqKrK4sWLWbVqFcOHD2f8+PH4+Piwbt066tatS2hoKJcvX+bt27esXbuWrl27YmRkhKurK+/evcPb2xtXV1e8vb2xs7MjODiYxYsXM3z4cFavXs3t27fp3bs3sbGxNG7cmEqVKuHh4UFWVhYHDhwgPz+f06dPM3fuXFRVR/otkEH79euHl5cXI0aM4MaNG0ybNo2bN28SFBTE5s2bmT9/Pjdv3uTy5cuMGzeOnJwcPZe7fv368f79e/z9/Zk2bZpUCqpXr07Hjh2JiIhgyZIlzJo1i0OHDrF69WqOHTuGm5sbtra27Nixg7S0NLZv386RI0fYsGEDN2/epHHjxixfvhxfX19UVWXz5s34+fkRGBhIpUqV6N27N3Xr1pXANtWqVZPWgdjYWCIjI+Um0rVr17hw4QIzZszg+PHjuLm5ScHU2tqasLAwfvjhBzp27EjLli15/Pgxhw8fBnQW1OXLl3Pu3DksLS0ZM2YMc+bMYdeuXQBSZggKCmLJkiWsWrWKw4cPM2jQIL21SWzeXbx4Ud4r4OhPnz4t145vv/1Wou6KJPJZs2aN/C7cwpOTk1EUhStXruDp6cmBAwcoKiriyJEjPHjwgKCgIMqUKcOyZctYvHgx0dHRUnYS84ShIA8lwzAM43QKCgqwt7enqKhIKkxCgQAdIILWrU0rn2gBeQzjjrRzu6Ioegqaqqp6SopIYo1TFEVvU1CEWgh3dWEJEkhyoON3Eu6OQpHKzc0tIQ8YrjnCbU+7xmrd4P4dxQf43x/qukmTJqrAhi9N4DIUKP+VZNjB+/btIyYmhnnz5uk9+GfPnsnFSFVVevXqxdSpU/H19WXixInS3W3atGnMnTtXQlgCkmfHsNwtW7ZIQXnhwoX0799f+tl+SsAobTBor+/atStTpkyhW7du/PTTTzg6OvLXX3+xfv36Uu/X3iv+O336tOSdMDMzY8qUKfzwww+l9renpycPHjzg119/ZfDgwTRu3Jg7d+6UyFf7bD7//HNevHjBw4cPS+RXrVo1ycEk7tHmKdLOnTtlnFJpz7G0/tLW6dy5c9L1UJtEsKjh+NFCVH/55Zfs27evRP4dO3bk/PnzJcrW1tHwvKIohISEyD4RXE2fGr/x8fFUrVpV5tWuXTtGjx5NSEiIniXuU++BYT+Vdv2nrhH1+ruxaVim4e8xY8ZIMtnS+kWbt/b90PbJp+opzO3r16/n22+/pXHjxrRo0QIHBwepUCQlJVGxYkXKli0r4Z0zMzOlYuLs7IyJiQlPnz6lQoUKpKenk5ycTMWKFTE3N6d+/fo8fPhQLmCFhYXSOmNkZCRdzwSxW3FxMXl5edja2vLHH39Qv359CWGbnZ2NpaUlxcXFJCcnk5OTQ5UqVShTpgxZWVkSarp8+fK8fPkSe3t7LCwsePbsGZUqVaJNmzZcuXIFBwcH0tLSsLGxISMjA3NzcyIiIjA3N6d27dokJydjY2NDYmIiTk5OVK5cWTKf29jYkJmZKZXqnJwc6WYnYo+EslSmTBlycnIoLi5m0aJF/4W6/kT6Z+uUlZUV9+7do02bNuzevRsbGxuaNGnC9u3bGTBgAPv372fChAns3bsXCwsLTE1N6d27N8ePHycpKYlLly7h6elJQUEBCQkJeHp6MnjwYFRVR0JZs2ZNfv31V4YPH87ly5exs7PD0tJSwgn/8ccfVK5cWQaVOzo6kpuby6tXr/D398fCwoJffvkFGxsbzp49S82aNenTpw+LFy+mXr16lCtXjmnTpnHmzBmCg4MpKCjg7du33L9/n6ZNm2JkZMTevXvZsGEDV69e5fXr11SvXp1mzZoRFhZGdHS05A0KDw+nWbNmcnMgISGBkydPcubMGV6+fEmfPn0YM2YMDRs25OTJk7i4uDBy5EgeP35MSkoKs2fPZvjw4dja2mJnZyfP16hRg6ysLFq3bk1QUBCtW7fm+fPntGjRgho1anDz5k0ePXrE/v376dOnD8+fP2fNmjUEBwczf/58evbsSf/+/cnPz+fRo0fY29tLXp81a9ZQrVo1unTpQl5eHlOnTmXjxo1cuHCB/fv3c/36dapWrcrly5e5fPky06ZN4+jRo3z22WdUr16dK1euEB8fz+LFi+nQoQMPHjyQboC9evUiKCiIEydOYGVlhbe3N1euXOH333/Hzc2NwsJCqlatSq9evfj555+Jjo5m27ZtmJiYUL9+fQ4fPkyTJk149+4d0dHRrFixggEDBrBo0SLq1q3LuHHjsLOz49ixY7Ru3RqAPn36UKFCBYyMjGjWrBnOzs40a9aM3bt3k5mZibW1NV5eXkycOJF69erx7NkzTpw4gaWlJd9//z1OTk7cuXOHQYMGSc6edevW0bFjR4mmOXPmTGxsbPjw4YMeKu3u3btZvHgxDx8+5Ndff+Wrr74CkO6EAL169eLkyZMMHjyY1atXM2rUKLmxnZycrAewIN63zMxM6tevrxd7CzoAhfDwcOrWrcuTJ08k2pzhOhUQECCBjASPX2nrlJmZGfPmzSMgIKDEOiXGjDbvLl26ULt2be7cuUPXrl25cOECTZo0kfOtSFp3My0stZBJxbUizkbLy6MoOvc5oXyIssX/4pyh8iN+C+uN8I7QKhrCNU3L9SPareX6URRFxrZaWlqSnZ0tLU9ayO7c3FzpMaG1DIkNQy1fUWncP6L+ou5auUBV1X95nfqPs/wYdoSh0KX9LuJ0xPnx48eXuAdg2LBherEi4tAqPoqis5K0b9+eSZMmcfToUZnXb7/9xqhRo6QJV1EUevfuXWK3XFV1YAXi+4IFC0oIr2fOnNHT2MW9EydOLGFtWLlyJXPmzOHMmTPSP/rbb79lyJAhEopa2yZRX+1AEf+J+1VVB1IQGBiIk5OTLKtdu3by/vv37xMZGSmBI0TdFOWj5eXw4cOsXLkSRdERlYWEhLBgwQLpp6uqKn/88QeqqmMNN3QV0SpT4hg5cmQJJefVq1ecPn1ar2+04BSADD4UMVTa+1VVlehxoq8VRWHQoEEytmjIkCHs3btXr++1CpW2bEXRxfGUtouhfQYiJqw0xWfmzJnUrVtXQnRqFR/QTfKurq4SKVBbd8NPRVFo3LgxgETnMRwH2k9tnQ3H4ae+i7J+/vlneb9AS1MURU/xKa1ftHlp3w/DOhleq52Yz58/z507d7h9+zYbNmxAURQSEhK4f/++jJNKSUkhJyeHmJgYioqKpGXKzs6OrVu3UrFiRQld7e7uLgNUz549KxcloTDUrVuX4uJiudBZWVlJiGJFUSSBq4eHB3l5eSQkJGBtbU2lSpUwNTXFxMQET09P7OzsJGy3WKSsra1JSkrC2dmZN2/e8Pr1a2rVqkVRUZGEpn/+/LkENnj79i25ubm4urrSoEEDoqOjJRpcamoq+fn5vHjxQsKLikVKIOuYmZlhY2MjY30sLS0lR4XgJfqUYv7f9DGlpqbK79p3KDQ0lKysLFxdXXnz5g1btmzh5cuXXL9+nTFjxhAYGMiMGTOoVKkS9vb23L17F2tra1RVR5QowGwE2qGPjw8NGjRg2rRp+Pr6YmNjw+TJk/n888/54YcfKCoqomfPniQlJZGRkUHFihXp1q0bmZmZJCQkUKFCBXbt2sXmzZspW7Ys5cqV46uvvsLT05Pjx4/Tpk0bHjx4wLBhw5g6dSqurq4yDnbixIl06NCB2rVrs2vXLlavXo2NjQ1mZmZ88cUXJCUlMWrUKNauXUvLli1xcHDA29ubXr168ebNG3bs2EFISAjz5s3Dx8cHb29vpkyZwqtXr+jQoQPnzp1j1KhRtGzZkrt37zJ48GAWL17Md999x/nz53F1dSUuLo4+ffrQvXt3qlatirOzM5s2bSItLQ0XFxesra25efMmbdq0wdfXV4ID2NraMnDgQMqXL0/v3r3Zs2cP0dHR1KlThy+//JJJkyYxYsQIHB0d8fX1pUOHDqxatYpr164xdepUPDw8OHv2LE5OTlSsWJHo6GiuXbvG+fPncXFxQVF0caLffPMNrVu3pl69epw7d46QkBBu3brFy5cviYqKYsOGDSxYsID4+Hh8fX3JysoiLy+PKlWqSFQ2gQzXtm1bli1bJt33qlWrRnh4OLdv35YWjw8fPnDq1Cmio6OpXr06P//8M19++aUkm9y6dSteXl74+/vTtGlTduzYQe/evTl06BD9+/fH1taWhIQEypUrh62tLRMmTMDa2pq4uDjq1KnD+PHjWb16NdWqVWPbtm3UrFmTatWq8ejRI7777jt27drF1q1b6du3L15eXtLdTICyTJ8+XQ8AZMqUKVStWpX69etLa/SgQYOwt7cHYNWqVZw8eZJNmzaxfPlyWrVqxblz56Sc4evrK9cCYZFUVZWkpCRiYmLku/fVV19x+fJl0tLSpHeFu7u7BGpSVVXGISuKIhUfgKVLl/LZZ5/prVPC4pWfny8tcQIFUcz7horP5cuX+f3339m3bx8bN24kOzubnj178uOPP0oQqsLCQnJzc/ViLFVVlaADwqIh3Lu1xJ5aMnDhjaBNIk9hHdKGD4jfYp4R872I8xFtElx5WllM3Kt1Ixek44Bcf4QXhtg4VFWdC7BQ1ERdxH8C5MBQThGH6AutQqVty7+T/iOUn9J20gzPGwqZqqpK5C4RJPbLL7/odaSi6GCtf//9d7Kzs0sIqAIqW/wWLl+bNm0iJSVFXh8VFcWJEydo0KCBfBHd3NxKFfAMhbp3794BOlPguXPnqF+/PoqiSMVA3Ne3b18JoS2OWbNmSaXNsP3aY9CgQRLxTvvSi7bu3r2bihUrlrhPBG6qqkpYWJieUF2zZk2OHTuGoigy4FC0W1EUBg4cKOEphdvMgAED9DhqBHIVIF31ShPKVVWVpmNtG0EXmNi9e3e9ev/111/yf2GmN8xz1KhRnD17lunTpzN58mS5KyfKO3ToEJ9//jmqqgu4VRSFVq1akZaWhqLo4DnbtGkjg3+141ELIKEdm/ARMELUQyh5TZs2ldcEBgYSFRUlrU6G43/QoEElnpcW0VA75lRVlYS5PXr00OtDEfOhvU8LP15a2YZjWvu/4IMCJOGwtj7aOom8DJ9zaUJ2aQqaoRJ18uRJ6RKqqrqg4A0bNnD06FHevHnD/PnzAd2iJuJu7OzsMDU1JTk5me7du+u5D5QvX15O5GL38s2bN3JXTOy81axZU0KQCjQgQIIhtG3blooVK5Keni5R1lRV50rw9OlTmjdvLq09hYWF5OXlSejrvLw83N3d5Q53cXExDRo0QFE+upOmp6djZ2dHuXLlqFChAmZmZnh4eODg4EBxcTFDhgzB2NiYrKwsXr9+TVFREfHx8cBHAAhF0e2mFhcXY29vT3FxsXRlSEpKIjU1VW+H8r+p9OTo6Kj3W4zNfv36ce3aNfLz83n//j2XLl2if//+0g33l19+wcfHh/79+/PNN9+QlpYm50Yxt7m6uuLl5UWfPn34xz/+wRdffIGZmRkPHz4kLi6OzZs3U7t2bRkT5+HhwZkzZ6Sb6NGjR/Hy8iI9PZ0bN24wY8YMJk+eLL0O3r59y88//8zixYslKlt4eDhz585l165dFBUV8fvvv9OjRw9iYmIoU6YM1apV4+nTp3Tp0oXJkydz8+ZNypUrR2RkJEOHDuWvv/5i2bJltG7dmkaNGtGrVy/8/f0JDw/Hx8cHPz8/Tp06hZ+fH8OGDWPChAmYmZmxatUqzpw5w1dffcXLly9xdnbGwcEBT09Prl69Sr169VixYgVbtmwhLCyMypUrSxLWJk2a8Mcff7Bt2zZ2796NmZkZw4cPZ8qUKTx//ly6ADo7O7N9+3aio6PJycmhR48elC1blnXr1mFnZ4ePjw9lypTh3r17xMTEsGPHDmxsbLC3t2fKlClcu3aNM2fOcODAAQICArh69Sp5eXkEBARgb29Pw4YNad26NdevX6dy5crk5uby7NkzFEWhZ8+ezJs3j5ycHNzc3Pjjjz948uQJCxYskHxJQ4cOZf369Tg4OBAbG8uNGzeoV68evXv35sKFCzRt2pTffvuNxMREypYtS8uWLalTpw4XL14kLi6O2NhYateuzeTJk5kxYwYRERE8ffoU0AX2CyqL69evc+jQIfLz8+U6Hh0dzcyZM+nXrx99+vThp59+4rvvvmPs2LGsWbOGY8eOkZiYyKJFiwgMDGT58uWMHTuWVatWATrXfz8/P+l6O2bMGLmp5e/vz9atW3n37p0Eebh//z6+vr6Ym5uTnZ3N7NmzcXd3p1WrVrRp04YZM2bQrl07/Pz8AB2g07p161CUj1QlQmb6+uuv5btnZGTE8OHDiY6OpmfPngwaNAhvb2/mz5+Pqqps2rRJAnUIbiIhqyQmJhIeHi5jtFVVxdzcHFVVJUhVp06dpHuXKNNwnRKxcm/fviUzM5OVK1fK9/769etkZmaydOlSVq5cSUFBAXfu3AF0lichzGtjbKysrGR5wuVQrLNaa5DhOivczwxlEnGdpaWltLoIhUX8l5+fL7kIteu0sEoJ5UlLrirc+4SSpiVRFVaiMmXKyLAPYTgQChB8hP7WKjgiP6EEibYLRFJDeeXv0v9r5UdRFHdFUSI0R4aiKFMVRVmoKMprzfnumnvmKIryXFGUJ4qidPl3yyxNuPuUkCauV1WVZ8+e6T007SEC3MXupqqqMk5EBKIqio4o9dKlS6UKbMJCEhkZiaIoku9HXCOQSrTHypUr5aBTFJ1Vo3Pnznh7e6OqqnRtEnl07txZD0FI+4KJQHfDPqhWrRoABw4cYPfu3TKvs2fP6hFhDh8+XMYjiSM4OFhCWov4HfEi379/X+5yG9ZFe+7w4cM4ODjQvHlzHj58KPvTMIagU6dOjB8/ngkTJqAoinwR3r59y9KlSzl9+rSEy1ZV3Q6oaO/BgwfZuHEjqqpKKF+B7qL8j2KqHSshISEANGjQgC5dukglsEqVKixYsEDGe6mqjlfo/fv3dO/enXHjxvHnn39KDoJ79+5x6dIlAgICePPmjZz4ARnPIiyH2riuixcv0rt3bzmWGzZsiKLoCFcNx4ihgC8+p0+fLglWxbl79+7Jc2KXVvgrC+AFw3fHwsJCb9yoqiq5HAwn8gsXLsj7DV0XVVUXayfyMhyHpf3WvreiDUKJ1PpFHzx4UF4rkIy07db2kfiel5dHRESErJtwuRDvXGBgIMuWLeP169csWLCAM2fOkJaWRnZ2NkVFRXIH0dzcnDJlyuDi4iJjDhRFt5slAoqfP38u+REsLCzkbp2wrKSkpGBsbCyBSx4/fkx+fj6FhYV4eHiQlpYm+Y7E8xCucQUFBZiYmGBra0tcXBzm5uZMnz4dRdGhRWVkZEhS0nfv3mFnZ0dkZKRU0EU9jI2NqVixIqamphgbG+Pu7l4CjSgnJ0fu3OXn55OZmSnbLmKK/hPT/x/rlFCA/ycvcnNzJTlm//79JQxsjRo1CAoKIioqinPnzlGzZk22bdsmURQFl5uq6gg1X7x4wYkTJ/j2229JTEzEwsKCqlWr4unpya5du1i2bBkfPnzA3d2duLg4bt68yZUrV+jTpw+jR48mIiICHx8f0tPTWb16NampqaxZs4bhw4czbtw4KlasyKpVq7h69Srz58/Hx8eHdu3asWjRIoyMjDh48CA2NjYcP36cmJgYVq1axYEDB7h16xYDBw6UHDcPHjzg8ePH9OrVi1WrVrF582ZWr17NgwcPaNSoEV27duX69eu0bt2a3NxcGjduzNOnT5k3bx6VK1dm5syZDB8+nKtXr5KWlkZERAQ7d+6kefPmODo6sm3bNpYsWUJAQAD169dn9erVbNq0iejoaBYuXCihvlu3bk1xcTH16tUjPDycbt26ce7cOTZv3symTZuYOnUqrVq1onnz5piYmBAVFUXdunVJTk5m8eLF3Lx5kz179vDkyRMsLS25ffs20dHRktS8Ro0aLFiwgHbt2nH27FnWrVuHk5MTBw8epHXr1ixZskSCEGRkZODq6kpISAidO3fm5MmThIWFsXPnTnr06EHHjh2pUKECixcvxtXVlb59+1KuXDnKlCnD48ePadq0KZMmTaJNmzZs2bKF5ORkRo8ezcSJE3FxcSEnJ4eHDx9So0YNVq1axcCBAwkNDWXPnj0EBgbi4OAgQY+EIL1u3TqGDh3K6dOnJcCFsE7dv3+f2rVrS0HWycmJGTNmEBISwtq1a1m6dCnt27fH1NRUWr2GDx+OhYUF//jHPwCoXbs2wcHBpKenS4LSGjVqEB4eTkREBJ6envj7+3P8+HGOHTvGo0ePpHBfo0YNFi5cSFBQEAEBATg5OTFx4kRAx8/WokULqUA0adKEsLAwtm7diru7u3z3vLy8qFq1qpQdDhw4wLBhw6T8IcICAB4/fiw3gUQZ5cqVY9GiRfI9FmvO7t27CQ4Opnbt2lK+WL58OYqi0KNHD+bMmSPzffnyJY0bN0ZRdHHc2nVqw4YN/Pjjj3oyV8+ePYmPjyc1NZULFy5w+fJlCgsLWbhwIR8+fJCbb4DkwhP5CeVF6+Ym5iLhDmfYFvEpLC5CqRDrGCB59rRxOuJeLbiCsEgZGRlJ658WQVVw0hkbG5OXl1cqF5IWfErE6GqToWwiPBlMTU3/11l+VFV9oqpqA1VVGwCNgWzg+P/8vVb8p6pqKICiKB7AYKAe0BXYqCjKvxyh9HeLr+HDNBTGDWEmxT2KovDjjz+SkpIiyRQVRWeN0cJJOzo6SiJFIaALFDJF0QXNVa9eHX9/fxkMfeTIEVlOWlqa5AoRdRQIJcHBwcycOZP169ejqiopKSnymqCgINkWLf+PGKCirVr4Y63GHxsbW+r9Xbp0kTCP4mjUqBEAzZs3Z//+/XoCukBuE9YoT1IJKa8AACAASURBVE9PCbspUMU+1fe9e/eWu1azZ88mOjqa7du3Azq/XvhoehWB+BkZGSxZsgR7e3vmzZtH9+7d5aSmKB+tHKqqsn//frkjpN09EPURUKIjRoxAVXXuZvDRSiGuT0tLAz66yCmKzt3NxsaG3Nxchg4dKsebQM1SFEUGoItgSFVVefToEZUrV5akp0VFRUyZMkX2k1CSxSHANkQS6G8iRkMr3IvPYcOGoaofcfxNTU2lki8mxGnTppV4V0S/DR06VH739PQsoRyJfhL3tG/fnlevXqEoioSV197TsWNHPeVZoLSJdgkCV20yfBfFmBTQzAADBw7UWxy0eRpuBIgkdugMlUdtewCJDvXq1Sv+8Y9/SAQ1a2trsrKymDdvHgUFBZIdXvgqa32jhUuiiPUTzNZC6UhNTSUjI4PExERq1KghFazi4mISEhKIj4/H1tZWwqNaWFhgY2ODi4uLVIJyc3OlT/bcuXMpLi7Gy8uLjIwMiW6Xk5NDREQEFhYWmJubS0SgiIgICdQglMrXr1+Tl5eHpaWldF3w8vKioKCAd+/ekZWVhampKUlJSSQnJ0sL0X9i+l+9TnXt2lWPYgF0PGumpqbUrFmTc+fOyXm5X79+3LhxQ6J4NWjQgI4dO7Jv3z4piIkxnJycjIeHB3fv3pUeAAMGDGDUqFEEBAQQGBhI1apVMTIy4u7du9LLwdvbm7Nnz7Jlyxa6devG3bt3JRFmcXExbdq04dmzZ/zjH/+goKCABg0a4OHhgZGREevXr8fJyYn9+/eTkZFB1apVGTRoEHPmzCEzM5MOHToQGBjImzdvOHjwIG5ublSuXJkWLVowcOBAzp49S05ODh07dpRB4EuXLqVdu3YcPfr/sPfWYVVme///6wYDkRJjKMXAGkXFwC6wW0cxxsIYTBTHsbtFRUbsHj2Kil3YPYiBoMhYiIqiKFISAgL37489a3nvLXOeeb7f83vO7/yuZ13Xvvbed624V33q/T6Eh4cHhQsXxtXVlYMHD1KxYkXi4uLo0qULe/fu5dKlS/z66694eXkxbdo0Ro0aRbFixbCxsZFoqO7u7hw/fpzixYtja2vL+fPncXd3Z+rUqZIAVFV1xJibNm0iLy+P9u3bs3TpUlauXElISAjHjx/H3Nyc9PR0FixYwJ49e+jWrRt2dnZUrFgRV1dX6aHRpUsX2rVrx7lz54iPj8fR0ZFDhw4REhLCo0ePuH37NmlpaZw/fx43NzemTZvGhg0b+P7772nRooV0RZs2bRrDhg2TCoszZ87w/Plznjx5wvLly7G1tcXIyAgnJyeGDRvGjBkz2Lx5Mzdu3JCb90GDBrFixQpiY2Ml2IqlpSWvXr3iwoULBAcHc//+fQk6MX36dPLy8mjQoAE7d+7Ez8+P2rVrSwtir1692LJlC4qiU/YKj4lly5Zx6dIlfvjhBw4ePIiTkxOxsbE0atSIz58/M3nyZKpWrUqTJk14/vw5a9euZf369Xh6etK0aVMGDBggAXjGjRvH9OnTpcfDwIEDWbNmDcWLF+fIEd2w7Ny5M8HBwUydOpXLly8TFhZGly5dJJfSx48fJRDU4cOHycvLw8nJiVGjRvHLL7+wZs0aFEXhzJkzXL9+nZ9++km6tnfr1k0S1j969IiZM2dSs2ZNwsPDAV2sdnh4ONWrVyc9PV0SisNXr40ZM2Zw6NAh1q5dK931p0+fzrt379i7dy/Lli2TLnNly5bl7t27XLt2jQsXLqAoipyHx48fr7dObdiwgREjRkiPpRs3bmBsbCwtTV++fJE0DcKKItYRVVUl8at4plYYEJYfrTVJXAtfIbIFCJDW2iIEH621RVh5xLWGwsj79+8B3X5KuLQJJbAW3EA8UxzTlk1YsLT10LrnibyEEPjfXaP+VW5v7sBzVVVf/ZNrugP7VFXNVlX1BRANuP5XDw4LC5O/nzx58pdaY9C9SOHypBUCtP+1m0hVVRk+fLhEQRPSrqIoMmZGUXSxAu/fvycuLo5NmzbJzaAgoFMUhV9++QU/Pz+cnJyoUaMGa9eu1cuzatWqkvxUizYmJjvtRs3wt9gIT5gwAdB1VBEkrSgKAwYMIDIyUrqziA2jAGRQVZWwsDAURZHuP4ZCgtAEd+rUiR9//BFF+epyIbQiivI1nkVI6AKuWlW/spqL/zdv3pTuf+KTkpLCqFGjAKSFpkOHDnp1VlWV2bNny9/jxo3jyZMnMlhTKzgYfnJycuQktX79etlGQuAaM2YMvXr14uzZs3obZiHQCO1+uXLlqFGjBkFBQVy6dEnPvG7o26+qqozdAZ2rXVxcHGfOnJEEakK4ha9CqRASDBH0du7cCYCtra1eP9b2BwG+IBZ3UTZACqZ/JSQoisLt27fl74cPH+rdr6oqJ0+e1HuuoiiSG0grbIi2trGxAb5u/gVnlrheQJBq2xyQnFPa9hQxO9rj4v+xY8dkeQSErOG7KCgfbcCttq1F/VVVZ+GMjo5m/vz5kvTz8+fPjB49Gnt7e1JSUsjJyZHEvYryFf0wNTWVQoUKyUnYwsICIyMjgoKCMDMzo2LFipiZmeHo6CgFEbEgifia5ORkuTDm5+djamrKH3/8QVJSEvb29nrM4tu2baNs2bLk5ORgYmKCjY0N6enpODg4kJWVJa3Rwo0iNzdXcr+Ym5t/074CKa9o0aIUL16clJQUrKyssLS0lC5w/z9I/6+vU2fPnpUuOaIPduvWjXPnzmFubs6uXbtQVZVVq1bRs2dPevXqxd69e+nYsSN79uxBVXVxn48fP5Z8JaqqQ0708/OT8RuHDh3ihx9+oHLlymzYsIEGDRrw8OFDcnNzqVq1Kvfu3ePjx4/Y2tpib29Pr169WLVqFaVKleL777/n2bNnmJiYkJiYyNatW6UbnHDzmjp1KufOnePu3bs0atSIatWq0bdvX7y9vfnHP/7BTz/9RP369Tl48CA9e/bEz8+P4OBgcnNzefPmDUFBQaiqTmEWHh5OvXr1OH/+PK1bt6Zt27YSCMHDw4OYmBhatWrFwoULqVy5Mv7+/lSpUgUzMzP69OnDzz//LN3GjIyMePHiBebm5mzfvp3Ro0dz+PBh1q1bR1paGgMHDmT58uWcPHlSwl+LjfCuXbuYO3cuCQkJREZGMnPmTJYsWSIhv93c3IiNjWX16tXk5+fz9u1bQkNDKVWqFL1798bMzIzVq1czZswYEhMT6dmzJydPnmTLli3MnTsXBwcHunTpwuPHjzEzM2PcuHFMnDiROXPmsGrVKqZMmcLMmTPZsWMHderU4eHDhzRp0oTjx4+jKDqSTQcHBzp27MizZ8/YtWsXr1+/ZtOmTTRs2JDExETu3r2Ln58fhQsX5uTJk9ja2lK0aFHJBWZpaUlycjJDhw6lV69eJCUlERoayrZt25gzZw6FCxcmKyuLd+/eUbFiRQ4dOkSPHj2YOHEiK1eu5Pjx46iqLrg9OjqapKQkduzYIa3ykyZNIigoiKFDh3L79m1MTEyoU6cOK1asQFVVPn78iLu7O126dMHf3583b94wYsQI2R8uXrwoSZ0PHDhAZmYmp06dIiUlRSLEnTx5kvLly9OoUSMyMzOZOHEiEydOlPuLHj168P79e2JjY6lUqRJnzpzh8+fPUrgQ+6Rt27bRsGFDvnz5wo0bN+jXrx/r16+nSJEiEsxg0aJFREZGUqFCBeLi4vDx8ZGuxZ07d5bj29fXl0uXLgE61zh/f38WLVqEp6cngYGBBAYGcuHCBRlX3KVLF7nPGzduHCEhIRKiWyAWDh48WG+datKkiXS9F/PH+fPnpbV//fr1DB8+nMWLF5Odnc379+/Jz89n48aN5OfnU7JkSamUE4KIIdeldq8BX6G4U1JSpDAjvsU9IglFq6F7maCEEIKTSGJN05KaCloHcUxYqbRcdIaCkTZpzwvFnVDuGa75/1X6l6C9KYqyHbinqupaRVHmAUOBT8Bd4GdVVZMVRVkLhKqq+o8/79kGBKuqevC/ePY/LaB2Qwg6DpONGzd+c76gewz/JyYmYmVlpedHabiZEtfa29sTFxcnn7Fw4ULGjRtHbGwstWvX5vr16zRr1kzeJywEAs5RVVUqV65Mw4YN5aIHcObMGTp06MD69evZsmULZmZm0i3h4MGDEtve2NiY9u3bc/r0aWJiYr6JMQKde5KhVejOnTtSg6JNgndn1qxZLFy4kAsXLtCmTRv5PPHsMWPG6MEoa/OztLSUHAWg4+kZNmwY9evXp23btnID+uuvv8oJyjApig5eUsQAiXKbmZnJTaL2+LJly+jbty8LFy7k8OHDMv+3b9/KCdvwHm19zp8/T2BgoLSyffr0SQZ79u3bl4EDB1KxYkW9ifDYsWN6ljHDvmTYLobXieBGRVEoU6aMDMiNioqiRo0aeu1hWF5xv+C4UVVV9vl/lndB7Wx4/YkTJyQRnWH6Z/OEtv4CAdAwH+13QW3yz97R33mGYfkM79fW46/yEdf279+fwMBAALp27cqJEydYuXIl7969Iz8/X8IVp6WlkZqair29vYSxzszMlHxc5ubmpKWlYW9vz7t37zA1NcXMzIykpCTMzMx49OiRRJoTyoTixYtLyOmSJUtK1CnBV3Tp0iWaNWtG27ZtCQoKwtTUVG5oEhMTqVq1Ku/fv6ds2bJSmMrNzaV06dKkpKSQmZlJsWLFSE9Px8rKiqysLBl4ampqKv27VVWV7OPW1tZkZmYyd+7c/2i0t3/nOiXQk9LS0jAzM2PWrFmsX7+e9u3bs2/fPl68eMHcuXPZtWsXoAvW7tSpE3379gWQWvdevXrh5uaGsbExtra2TJs2jSdPnhAfH8+HDx9YvXo1Bw8e5PTp0zRv3hxvb2/i4uIk71TVqlUlrHlkZCQ1atSgb9++zJo1S/LMAISEhFCuXDnGjBnDgQMHKFasGMeOHcPHx0daBXv06MGBAwdISkrC2NgYS0tLSpcuTXJyMtWqVSM9PZ2QkBDMzc2ZMWMGO3fu5NatW/j7+3Py5EmuXbtGVlYWjRo1omXLlvj5+ZGVlcXYsWO5d+8eJUqUYNiwYfTp04e3b9/y+PFjRo0axZkzZ+jSpQuTJk1i06ZN2NraYm1tzc6dO/npp5+Ijo7mzZs3Mm6natWqnD17llWrVpGYmEi/fv24efMmr1+/xsnJic6dO3Pnzh0qVKiAubk5MTExtG/fnhcvXlCnTh0yMjJISUnBzMxMAowsWLCA0aNH4+3tzcSJE3nz5g39+/fn3r17xMbGcvz4cQYMGICJiQlt27bl2bNnWFpa8v79e9LS0li7di2jR4+mevXqXLt2DRMTE8aMGcOYMWOIiIhg7969TJw4kdOnT5OSksK9e/dITk7m+PHjXL16lcDAQKpWrcqjR4+IjY3FysqKIkWKcOTIEb58+YKDgwONGzcmODhYAhgsWbKE77//nujoaHx9falfvz5hYWFMnTqV1NRURo0aRYsWLZg1axZPnz5l5MiRWFlZceTIEWxtbcnNzSU+Pp4WLVoQHBxM+fLl2bx5M0OHDqVRo0asXbuW48ePU6FCBW7cuMGDBw+wtbVl2LBhREVFsX79egIDA5kyZQrNmzfnwYMHzJw5k4YNG9KpUycsLCzo1q0bHz584PTp0wwdOpSyZcty48YNPn78SOHChSUvVlBQEHfv3sXR0ZGcnBzevXtHq1atJL+jSE+ePKFUqVIy9MDc3JwuXbrg7OzM9OnT2bhxo/TmEevBxo0b2bp1K+XLlycoKIjo6Gj69OkjXanLlClDQkICqqqz3h4+fJiHDx/qofZq1xmBuCmOCxThP+eN/+N1avr06SxduhTQgSTFxMRQq1YtGSuzcOFC5s+fL606WiuNFk1OfAt0VGHVEaACWVlZkjZClEl46wiC7qysLCmEqKpKRkaGXO9SU1PlnlrEJIl1SQhr4rkibklbTm3YgLbNtC53qvoV+nrevHn/M2hviqIUAboBQX8e2gBUAuoA74BV/wfP/ElRlLuKotyFgjdef7UZE65Tf6X5NjwmXAhAh8xhbGwsmYG1Uqa4RzT8mzdv9J5Vr149SpQoQa1atUhJSZF8Mdu2bUNVdfEvQusnnvPs2TPK/wmxvH//fjp06EDHjh0xNzdn7NixREREsGXLFry8vLh9+7YkUwUIDw/H19cXRVGYNWtWgVrtGjVqsHLlSr08vb29ZZljY2PluZ9++omkpCTp4pOTk0OvXr2+GcjC3e/Bgwd67aKqX2NuVFXFycmJjIwM3r59y507d6RLlqIoTJw4UdZD1EH7Xvfu3cvWrVsluzWgJ/iIPIYMGYKXlxcVKlRg+/btpKSkoKqqdIEAJCmetg3+7GMoiiLZpNU/tastW7aUpJJ2dnaMHz+ezp0766HVCPQl8Rxt31IURVooDfMU/4XgA7rg0vv373P58mUp+Pj6+qKqOiuZo6OjXrwNQL9+/fTqIfq8uFeY00UZhUtf48aNZb0FYIJ4RnZ2tnR1K2icaMeB4Tcg+6YoW0HCl7ZNtO9bm8R/oT0XxxRF4Y8//kBRFBkwKt6xqqrSH1ybj2G7G+ahvU47dvbu3SuvOXHiBGlpaUyePJlVq1ZJTq+wsDAWL15M+fLlyc3NlTGDmZmZ5OfnywDQL1++kJ6eTunSpfn8+TNxcXEYGxuTnp6Oo6MjCQkJ2NvbS1CCz58/S0hsAelqZGREZGQkubm5tGjRgsKFC3Pq1Cns7e3l4mFkZISVlRUvXrzAxsZGkrQ+fPhQzjUmJiYYGxtTtGhRvTiewoUL8+bNG758+UJ2drYMeM3JyaFw4cK8fv1azw3iPzH9u9cpRVEkKSjogDeE0kZVdTE9WkvPzp079Vw+mzRpIt9JRkYG58+fl+5NqqpiY2PDokWLyMzM5NmzZ2zZsoVNmzbRqlUrfvzxR8LDw+nZsyfFihXj9u3buLi4ULduXZKTkylbtixVqlRh5MiRVKxYkbJly3LlyhW2bdvGqlWrqFevHkWKFOHMmTN8/PiRqKgoTp06xZo1a3jw4AEhISHY29sze/ZsMjIyCAkJIT09HSMjIypXroytrS0dOnTg/fv3dO3alZYtWzJ8+HA8PT1xc3Pj8ePHnDx5Ek9PT3788Ud27drF27dvZYxEs2bN2LhxIyEhIZQsWZKhQ4eSkZFB165dUVWVhw8fMnr0aEaMGMG2bdswMjIiPT2d7du38/DhQ0lhMXPmTBISEvjy5Qt3795l/vz5NGjQgPz8fNzc3KhSpQo5OTm0b9+ekydP8vbtW7p27cqnT5/48OEDGzZswNraGjc3N06cOEFycjIBAQEUK1aM1atXY2xsTExMDIMHD6Zx48ZMmjSJNm3aEBkZibW1Nc7Ozri6utK3b19CQkIAHZLnwYMHcXV1pUmTJuzcuRNV1Vn2GzVqRMOGDenTpw8eHh7s37+fJUuWMHfuXGJiYjhy5IhE5tqzZw+BgYH8+OOPPHr0iOjoaOLi4ujfvz916tTht99+48aNG/zwww9cunSJ9evX4+/vz7p16+jTpw8BAQEcO3aMypUr849//INly5ZRokQJrl+/jrm5OVWqVJGubTt37uTt27fY29tz5MgR6tWrxx9//MGQIUN4/PgxBw8exMjIiNjYWCm8eXp6SjLQGjVqcPDgQaKiotiwYQO//vorAwcOJDY2FtCtYSNHjkRRdIBU5cuX59GjR6xZs4Z169ZJLwJVVaVVTFV11lTt2tOnTx+sra2pWLGi9NYYO3YsycnJuLq6UqxYMWbMmCGfJbwIRo0aJXmXAJycnKRbXF5eHl26dJExNHXr1pVClSCkXb16NUZGRtJ7ZfHixVy+fJnXr18ze/ZsEhISePjwoQS3EOXdsmXLN+uUFv1U1E24nWsVsL6+vrRu3ZqHDx8SFBQklaGfP3+W1i4hIAihRcxLIi8hyAgAH0Baj0T8qTgmhBhDuG0B9iRi2dPS0qTgJOog+IAEShygh6SnFbC01h8x/xnut0QbaOOU/k76V0D4dESnTXsPIL7/LOwW4OSff+OAspr7HP489k1SVXUzsPnPZ3xTm4IqaLjR0W7M/qsknifcsLTPNPzfs2dPrl27JsEARF5i4Bhu5A2Pac9dvHgRT09PFEVhypQpBAUFYW5urned2GgXpAl/8OCBlNwDAwM5dOiQRFPTdjaBliI6sKIolC9fnpcvX1K7dm3u37/P0KFDycvLk6Zdob0WSYv8BkjoZ0VRCAsLo169enqEogLZRgtPLb4FJPLIkSPlgBfnfHx8uHPnDi4uLhJgAXSTlvY5qqrjXRKxDaqqsnv3booXLy7Lrd3AG27G+/Xrx759+/TqVK9ePS5evMj9+/dlDIeYgAR8tqIoUqDS9gt7e3tJlFatWjVOnz5N2bJlef369Tf5a0lNp0yZwvr167l58yaLFy+Wk7F4R4IEUZsGDx7MyJEjpV+/NmkRChVFF3N19OhR/P39CQ0NpX379pw5c0bvnpkzZ8p4NxHrJsp669Ytubho36Hhu1i9erXsI9p2Kajv/tU7MTymjZPSCtciaQXb9evXy2ufPn0qlQravA2fX9C4LGj8Gv42fMacOXPYs2cPjx8/ltcsX76c+Ph4HBwcePnyJc7OzhgZGck+kp2dTbly5ahVqxaxsbFkZ2djbm5OVlYWtra2vHv3Djs7O+nbLdzpqlWrxtOnT8nLyyMtLU0uRPb29lhYWPDgwQPS09OlZdDb25tLly7puULEx8dTqlQpUlNTKVy4MCYmJri6uhIfH4+zszORkZESEc/c3BxTU1O9IP7/0PRvXafu3LnDvXv3cHFxke9y/vz5fPfdd3+r8K6urmzcuBEPDw9Wr17N4cOHuXjxIqdPn+bOnTuoqi5u8fLly/j4+FCuXDnS0tLw8vLi6tWrREVF0aNHD5o0acKzZ8/o0aMHWVlZNGjQgA8fPnDv3j22bdtGUFAQnTt3JjAwkBs3brB7927i4+OxtramXLlyzJkzh/Lly1OvXj2Sk5OpWrUqSUlJhIeHo6o6N96ePXtiYmKCv7+/jDcaMmQIv//+O3fu3GHo0KH06NGDiIgITp06RY8ePdi0aRM3b96kRo0aNGjQgLJlyzJp0iQqVKhASEgIL1++ZPPmzVJ55+TkROvWrTl58iSTJ0/mp59+IiQkhNq1a3PlyhW6d+9O8+bNefr0Kf3792fz5s00b94cRVHkWrJ161bq1KnD0qVLmTBhAleuXOHZs2dERUXx5csXatasiZeXF6VLl+bMmTMsXryYvXv3kpGRQdWqVWnUqBGhoaGYmZmxfPlyjhw5go+PD/v37ycnJ4dZs2bRt29fLC0tqVKlinRvvH79OkZGRrRr1072hWPHjqGqKh4eHiQkJHDhwgUuXbrE999/zw8//MDgwYPZuHEjbm5uXL9+nQ8fPuDi4sK9e/fIz89nwYIF3L9/n4yMDDIzMyXHUUBAAKampnTr1o3u3btLrqJHjx4RGBgo+Xa8vLyYOHEiiqKLYw0KCuLXX38FdC6dgsT11atX9OrVixYtWsh5187ODk9PT1xcXAAdWEFeXh4DBgzgu+++4927d/Ts2ZPjx49LN8e5c+dy5MgREhMTKVOmDFOmTKF169YsXLiQ/fv34+PjQ6dOnWjVqhVr1qwhOjqa6OhoxowZQ4cOHaSrfLt27Vi3bh1+fn4SVObP8Ujr1q0pU6YMHTp0oHTp0pL4fOrUqZK6Q8SaZGZm0qNHD1RVlRQXYgw3btyY0NBQEhMTiYyMpH379pQvr4OtV1X1G76ftWvX6imLbt26RUBAAMnJyTg4OODu7k5WVhb+/v5MmDABVdW5/p85c0a6WyuKDg0tKyuLzZs3680FQglY0Dzj7OysFx7QunVrGTs4d+5cEhMT2bJli0QidXNzkxaYnJwcihYtqieUqKoqSbKFcCEsLuI6rcuZKIuJiYmMFdVy9Qi3uqysLGndURSF0qVLy7qLJPar2utMTU2l5UhYm4RQp7UE/Z30r4j56Q8Eij+KothqzvUEHv75+zjQT1GUooqiVAAqA7f/OxkV5E7j7++vJwmKpD1m+DE8L16cQP5SFEXmpdUkpKWlcfjwYSn4aLXF3bp1+yYfPz8/KlWqhKenpzwmtHsJCQm0adMGJycnVFWlTZs2mJubS+QUkfemTZsKFHwUReHIkSPs3r1bPlsr+Ny5c0dem5eXx+XLl6XgEx4eztixY/n06ZOEcuzRo4e0VimKIq0+4tOnTx+9MgwcOFBq3urWrYuq6vw7DTeYZmZmehDSqqqL4QEKFHxWr16NougsZtpAulu3bhESEqL3znr37i21UYqi0KNHD1luAcQgPvHx8XrtZyj4KIoOxEJVVSZOnKjXV3755Rd69eqlN5AN+1NcXJzehNSpUycCAwP1uAOEFkOg4aiqKmOmdu/erSf4qKqKu7u7BD/QpoSEBE6ePCmfoe0TwoQvyiJiZHx8fABkIKK2b2vHlZYfysnJiYYNG+q1o0g1a9bUq//KlSt59epVgWNRC2BgOOYMx5iqfo27evXqld41lpaWev8Fqai4//Dhw6iqyvXr1/XubdSo0TflN2w7w7mhoLIZ3iu+FyxYIINOxWfbtm2sXr2an3/+GRMTEzIyMvDx8cHJyYnc3Fy+++47MjIyCA0NJSEhgezsbOkqkJeXR8mSJYmMjCQnJ4eEhARq1qwJ6MBA8vPzycrKIi8vD2tra0qWLMnnz5/JzMzEyclJujXl5eURFRVFVlYWjo6O0kIEyIVDLP5FihShcOHCxMTEYG9vL8EWEhMT5bj+D0//Y+vUtGnT5G/RvwR/m0BMio2NpUyZMpLnTVXVb/jKxNqgqjpX4Xv37nH48GEWLlyIs7Mzbdq04cWLFxw9epS2bdtSp04d0tPTadasGQ0bNpQcKEKJNG/ePGrVqsWJEydISUkhKysLX19fNm7cyOnTp2V+Xl5edOrUCVXVWZ+XLFlCWFiYd9IsNQAAIABJREFUnM+trKz4/fffOX78OHl5eZw5c0aCpri7u1O0aFFWrFjB2LFjKV68OJ8+fSI5OZlFixYxYcIE7OzsMDU15ccff6RVq1acP3+e0NBQunXrxrt376Qlv3Xr1pQqVQpPT0927drF6dOnsbKy4tGjR5w9e5a1a9diZWVFpUqV6NmzJ1OnTqVp06a0b98eR0dH/P39sbW15fLlyyxbtkxaZ4XGfOfOnRQvXpwDBw5QunRpqlevzi+//CItSHXr1iUkJISgoCACAwPZs2cPsbGxVK1alfDwcDZu3CjjIIWyMCMjg8aNG3PlyhWGDh3Kvn37CAsL4/Tp01hYWDBv3jwsLS0ZMWIEu3btIiIigubNm8v4XGHZrVixIs+fP6dz585yXSxatKgkiZ0wYQJxcXG0atWK2bNn4+7uTpkyZbhz5w4fP35kw4YN9O/fn+vXr0ty7+joaDneS5YsSX5+PsHBwTg6OjJ//nwSEhL44YcfKFWqFIGBgSQmJpKUlMT9+/eJj4/n06dPJCUl0b9/f5ycnNixYwdDhgyRbaiqOiudkZER1atXJzc3l9TUVO7evUtgYCCjR49m//79LF68mJkzZzJs2DBmzZolAS527NjBnDlzcHZ2llaF48ePY2lpSdeuXbGysgLg+vXrLFy4UMKvBwQE0K5dOz0qE9C5vE2cOJH9+/ezY8cOOnTowIcPH4iMjJTIvQL+u1ixYtKdv0ePHly9epW0tDQaNGhAaGgoAOXKlcPFxYVOnTpx8+ZNGTcUEBAAIGN8mjRpAnxde+vVqyf3Zxs2bGDevHmoqs41TCDOPX/+nEmTJvH9999LBbhQOGn3QcJLBZAusidPnpT1bt68Odu3b5cATJMmTQJ061RAQIC0HIv+n5SUxKpVqzh+/LgUHi5cuCBjhYTwkZGRoadAE+uIICpWVVUKJfAVrEB8hGu3UNYVKVJExiurqiqFIUOwGFFXrTCpKF+9EoQwJpDk/jvp/8ryoyhKcaAt4KU57KsoSh1ABV6Kc6qqRimKcgD4A8gFxqqq+rdLKxpB+OKL5OPjIzd2f5VEPIv2WYaSs3Yj/GfdUFVdwHC9evWoX7++hCMW1hrtxrmg54KON8XBwUEOiufPn0tGY8P77ezsZByRodZcXBMQECAHrjg2ZMgQVFXnile2bFlJZiZc+rQbTvHt7e2NhYUFp06dIi0tTc+E+vnzZ4oVKybd9Aw3gNq8/2pj6OLiQp8+fZg5c6ZEtjO8pk+fPt+048yZM2nTpg1nz56VFgpF0fnhai0u2nuePn0qrS2C9fyv2k+QRAroUXHc09OT7du3oyiKhAM1MjJi2LBhbN26Vea3atUqatasye3bt5kzZ47kWdK+M20fAr5xSwSkZUy4aYhFafbs2ZJrB5CWLRF70rFjR06fPv1NHtq8mzZtKglSQQenLcz22nuaNGlCSEiI3FiLSahYsWKEhITw/PlzQkJCqFWrFpUqVZK8TqqqC2TevXs3gwYN0mvjokWLSo2PKI+YEAvqJ9r0V33sn/3/q7Gn/V+9enU9IBTDvLTP0Ao1BV2jLbeiKHKDqb1OVXVAJtpjAjHx6NGjfPz4kdTUVBYuXMjSpUv58uULmZmZlCxZkpSUFPLz87Gzs9NjABc+5t9//z1v376lcOHCFC5cmNzcXDIyMiTJqoDGLVeuHDk5OVy5coUKFSqgKDrXRmNjY+zs7EhNTSU7O1sGqwqeM8FPVKRIEbKysmRMkRYq9T8t/TvWKeGLL9KcOXMIDw/n999/13Oh1aaZM2fSsWNHSWkgUCFBB5qwdu1aBgwYQFxcHOfPn6devXqsXLmSwMBAIiMjqVixIg8ePJAcOoIq4ebNm5iZmdG+fXuSk5PZsGEDQ4cOxcjIiOHDh5OZmSldrISiRLifVK1alYSEBG7cuCEVDp6engwfPpwHDx7Qtm1bdu/eLZET+/Xrx7Nnz+jZsydv374lNzeXRo0akZyczMqVK/H39yc1NZWpU6cyY8YMrl69SsuWLXFwcGDr1q20adOGESNGMHHiRI4dO4aDgwPLly9n6tSpREVF8d1339GvXz9JyFu+vI7YNzk5GWtra1auXIm1tTXBwcGsWbOGQYMGSRCB9PR0hg0bRrNmzWjXrh2nTp3i/PnzPHr0iJcvX1K2bFkuXrxIfHy8RNzz9vbm+fPnTJ06lQULFvD8+XNOnDhBvXr1ZEzfwIEDyc7Opn///tSoUYMvX77QvXt3Xr9+zapVq+jWrRtt27bFzs4Od3d3Pn36RKlSpbhw4QI///wza9euZevWrezdu5dz585haWmJl5cXJUqU4MGDB7i4uDBkyBDKli3LuHHjcHNzY8KECfTt21cizVlbW/Px40cmTJggLX0mJibExMQQFxeHg4MD27Zt448//iAsLIyuXbtK8tH169dz9epVtmzZwsGDB+nRowdBQUEULVqUpk2bMnjwYKpVq8acOXNYsGABkydPxsXFBVdXV/bs2UNCQgJVqlRBUXQeLGFhYTg7OzNw4EAePHgg26ZChQo0atSIJ0+eEB0djZmZGZ06daJWrVps2bKFP/74Q4IsZGZmsmfPHl6+fMnw4cPx9/enTZs2RERE4Ofnx4YNG7h48SJNmjTh/v37nDt3TsaO1ahRgz179nDs2DHWrl3LunXraNOmDd26dWPJkiXUqlULLy8vyQUl6C9Gjx7N58+fOXv2LFWrVuXTp0/cvXuXXbt2MWjQIAA+fPiAhYUFgwYNklYHRdEhNRp6eZQsWZLz58/z888/f7NOTZs2TSqUFUXHxWhiYsK6deuYNm2apJOwtLSUnG5CUTl06FBSUlIkClxB69Tw4cP11qmVK1dK93dxTFVVmjdvjr+/PwAtW7akadOmXL16FV9fXylQvHz5Uo9qREBqq+pXq5BIgoenWLFipKWlyTVaKzSJ76ysLOmOl56eLgUfLXy1yEe0nfa3YfyS+P130/+V5UdV1QxVVUuqqpqqOTZIVVVnVVVrqaraTVXVd5pzi1VVraSqalVVVYP/Th4CI12bDDeZ4rdYVAwbSWCpi//ajiigagvaPAH0798f0CFoCXjk7du3622+RH6LFi3Sk3ZB3zUnJCSE9+/f6wkj2vu11oOCNvCqqjJ+/HipydPmpShf0bj8/Px49eqVRJfT5qMoOhctoeEXgYaKonDjxg1Kly6NqakpZcqUAXR+lyLQLyUlBUDCOKqqSv/+/fXKIfJo2rSpFDiXLVsmkfF69+7N7NmzqV69uoRD1tZZQKGKjfaKFSu4cuUKDx8+lPFTotzaNnj06JE0xRck+KiqyogRI5gyZQqKooMmFqhroANnEGUoXbo0jRo1Ij8/n61btzJ48GA8PDwAHcfO2LFjpeVj+vTpXLx4kerVq8u8bt26hZubG6qqfkOCJr6dnJzo16+fHPwCwnHhwoXcunWL8uXLU6JECanBuXPnDtu2baNMmTIoiiJjB7ScAqIdBw4cKN95enq6HoGqduwIPiBx7fz58+VEJrhGmjZtSk5OjuRpEPe2atVKLggijR49Wvr8avMTHwH6oU2GY058xGbqnwmWhmNN+1v8F1wqAopbUb66qIrrhcVKW9aCni/u0Z5v0aKFXj0N5xFxz9atWwEdV9HFixdl2ycnJ5Obmyu1dQKwIyUlhcKFC/P48WMyMzOJjIyU8YgmJiaYmJhQqlQpyf3w9u1bYmJiePr0KSYmJtJFQQCeCGjZwoULS3cNYe3Jy8uTfEUC5UpYiYoVKyb5gf5T0/9X1qklS5bw4cMHqSkWfatevXoEBgbi4OBAZmam5Edp0KABtWvXRlVVypUrR7ly5diwYQPjxo3D1NQUc3NzvLy8yMnJ4eXLlyQmJmJsbExkZCQREREMHDiQhIQE+vTpw9ChQwkMDOT58+dy3tuyZQsNGjQgMTGRL1++4OrqypEjR3j37h3r1q1DVXW8VK6urtJKn56eTrdu3ejbty9du3YlLS2N7du3S76TdevWsXr1ap4+fYqZmZkkOz179iyJiYn4+vqybds20tPTadOmDW3atMHS0pLXr1/Tu3dvWrduzZUrV1i8eDFmZmY4OTnx7NkzhgwZwtSpU7ly5QpxcXFcvnyZM2fOcOrUKWrXrs3Zs2eJi4tj0KBBuLq68vDhQ3bv3k1ISAgeHh54eHjw9OlTPn36xKpVqwgMDOTw4cOYmZmRkJDAx48fqVu3Lt999x2TJ0+mQoUKVKtWjaioKEqVKkWhQoVo2LAhHz58oGXLlnTv3p2oqChSUlIYNmwYZ86coX79+mRnZ5OYmMilS5e4efOmJHT18fGhT58+tG/fHjMzM/744w9GjBjB/PnzcXd3Z9CgQUyZMoXZs2dTuXJl3rx5w8qVKxkwYACfP39m9erVBAcH07ZtWxISEpg6dSrnz5+nUqVKPH36lGPHjlGqVClOnTpFr1692LNnD69fv6ZYsWJ06NABOzs7Sdo5duxYDh06RHh4OLdv32b+/PmMHj2aatWqcfDgQYYPH86zZ89k/LG9vT1GRkbcv3+fxo0b4+XlxbVr18jIyKB06dKSTLVDhw5kZGTg5uZGoUKFmDlzJsnJyVhYWNCuXTsKFSrErVu36NSpE2/fvqVJkyZMnDhRWomKFStGpUqVCA8PZ8OGDbi5uVGmTBlpLWjcuDEuLi7Ex8ezadMmzp07x88//4y/vz++vr7k5+ezbNky8vPzOXPmDPHx8djb21OqVCkiIiKwsLDg9u3bzJgxA1dXV/z9/dm1axddunRBURSGDRuGqakpoaGhfP/99zJOSCj4AEmdMWrUKHbs2CHXqfDwcBlfKcZ8YmIi27dv5/79+9I1VaCbqqoqY5x2795NmTJl6NOnD9euXSMqKgpFUfD19cXd3V1eHxAQIAnXraysmDdvXoHrlCBnF2vSkydPmDx5MsHBwfLYlStXUBSFH374Qc5PO3bskEqbe/fukZaWRl5eHjt37pRCSGJioiQUha/Ib9nZ2eTn50vidMFzpyhfEd5UVWf5zsnJ0SOeV9WvpKgCrltRFOl6p1VyapVwwopuuG7/3fSvgrr+tyZtx/z+++8BpIuMoih67LTaBhdaLsONsjZoe/r06aiqztdexKoYbo4URWHBggXMnj37m/Pjxo1DVXXB+Vr4bHFecDyIjyCbKmgDb7i5MsxLmxwdHaXrl7acqqqzEAmLgrYczZs3l4gl3bp1k65ederUIT4+XroN/P777xLyeu/evd90PFVVWbduHc2bNyckJES2qZ2dHQcPHmThwoV07NiRdu3afSMICthxMVksWbKEVq1aUaVKFWnebdiwIcHBwfTt21f6vyrKVz4nVVUJDAxEVVVpWlUUhS1btvDx48e/FJBKly6Noui03zdv3kRVVeLj43FxcdELwI+IiKBnz54y3zZt2kiLpKqqNGzYUDJGC6uXdlAWLlyYT58+MWfOHNq2bftN+1lYWLBz504Z76OqKj179mTYsGESBlto88Vk5eTkpNcnRLs2btxYz5SsFRREgKY4Nm/ePHlOVXVohEKw1JZPa5ETqWTJkqxfv16SthY0CR06dAhVVfWsJYaTV+XKlYmJiZFl0ZZZPFMLw6n9CPcE7RiJiYkB0AONEH1LJOFqKuqtRYs0rKdhEnnZ29v/pdCnva548eLk5uZKf3pfX18WLFjAhw8f+PjxIyVKlMDExIT379/z5s0bihQpgrW1NTY2NqiqLk4wOzsbMzMzYmNjKVSoEKamptjY2JCZmYmdnR0NGjSQcNaCm0hsogUYg4DIBp17Rfny5SlUqBCfPn3CxsaGQoUKYWxsTGZmJsnJyf/xgAf/ziTmBoFwOX78eCZMmMD9+/cZM2YMYWFh9O/fn7Zt29K2bVu8vb3p2rUrO3bsICIigu7du1OmTBkiIiLo2rUr/v7+TJkyhQ0bNuDt7U3nzp2xsbFh2LBhmJiYEBUVxZgxY6hRowYeHh68fv2aefPm4evry+bNmzlz5gyKonDu3DkuX77MhAkTpNZacLJpx2VYWJicb6ysrGjXrh2TJk3C2tqa9u3bS14VVVWpUqUKO3fuZNeuXezbtw8jIyNcXV2lQmbnzp3Ur1+f7777jufPn7N//35iYmIwMjLi2bNnLFiwgKJFi3L58mV69erFrVu3KFmyJK6urly+fBkHBwceP36Mqakpv/32GxYWFmzfvh1vb2+cnJyIj48nPDycmzdv8vjxY2bPns2RI0eoUaMGo0aNwt7eniVLlmBsbIyHhwdhYWGYmZnRunVrtm7dSokSJQgKCuLEiRPExsZiYWHB5MmTGTBgANu3b+fmzZsEBwezZcsWpkyZgpubG3PnzuXdu3c8efKEokWLUr9+fZo1a8aSJUtISUmhVatWREdHc+DAAQ4fPszVq1cZM2YM+/fv59GjR2RnZxMUFERYWBgeHh40atSIefPmMW3aNBwdHWnRooUk8h4/fjzXr19n4MCBdO7cmbp16zJw4EBGjx6NqakpDg4OtG7dmnfv3lG9enVq167N6tWrOX36tHyPTZs2ZdGiRfj4+FC8eHEKFy4shT5PT0+Sk5MpVKgQISEhMgbRzMyMKVOmUKdOHTZv3ixRuBwdHXF2dqZXr1707t0bKysrZsyYQe/evXn37h0LFy5k165dLFmyhNTUVMaPH4+JiQljx45l586deHp6Mn/+fJ48eYKRkRGHDh3Czs6Offv20bZtW9q3b4+HhweDBg2S4ygmJoa6dety584dUlJS2L59O76+vtSqVQt7e3uGDh0KQFBQEE2aNOHWrVsMGjSIPXv2cPfuXVq2bMmDBw/o1q0bV65ckeNUABwcO3aM0NBQCSZy48YNVFWlUqVKODo6Ur9+ffbt20dAQIBcX0A3x7du3VqGH3h5eUlhRUCuu7m5sXr1agAJYV2nTh0CAgJwcXEhNjZWuqZnZmZKpSMg3ezEOtW+vY5/+cqVKyQkJMj5PD4+XirbAElW26lTJ7kf1VJ3iI+w7iiKQokSJcjPz5du+y9fvmT+/PlkZmbKOB8RiyqsxILDSlVV6Z5tbGwsBRYtL1CRIkUoXry4nsVGURRJAC2uV9WvPD/iPrFHE0AK4pywOv3d9K8APPgfTdqNP3zrn68NBjMUGuLj4/U2RqamptJtrqANMcDt2zp3744dO+pN8iIWR8v1M3r0aOk3On78eAA91zNhBtRu5kJCQvSYhrV10pZn7ty5epJ+zZo1JT+L9lpAbpS095ubm+vVvW/fvjLuRVF0SETVqlWjR48eepu9nJwcunTpwvnz5wtsIz8/v2/eAegGoI2NjUTOMnxfgkxN8Im0atWK2NhYnj9//o2QJ+5xc3MDdBaLEiVKkJiYyL59+yR8bEECTZ8+faSVRluvqVOn6vURbR1sbGyoWbOmXgyQmCxUVeWXX35h5cqVAISGhkrm8RUrVhAQEEBeXh6zZs2SbgLx8fGyXwrhUwjngldBpJYtW3LixAnZJ1RVlaRx2dnZksDT8J1r04EDB3BxcZEWO0VRZJyRto81aNBABo5q23nr1q107txZAjM0bdqUBw8e4Ozs/I0gYPiuIiIivukL2nY2HJva8yJvAduurZ/oT4b11ebfuHFjQLc4ahetgvrF4sWL9fL28/OT/728vPDy8tKrQ0FjUrjaGCokCiqj9hmGZS+ovUSaOHEiaWlpVK9enT/++EMGn5uYmODk5MSLFy8kjGvz5s3JyMggIyOD6OhobGxsePbsGc7OzlJ7KlzdBOKckZERRYoUkW5v3333Henp6eTn50tlhyC/+9/095PhOhUUFCRpCrp27cqvv/7KsWPH9IionZycOHv2LLdu3WLZsmU0bNiQMmXK0KtXL2bPns3s2bPZsGEDNWrU4ObNmzg7O/Po0SOqVauGv78/CQkJWFpasnHjRgnes2TJElxcXOjcuTP9+vXj9OnTuLu7s2rVKlJTUwkJCaF8+fIEBwdL0JLExESqVavGli1bGDFiBIqiyHlelHX//v2y73bq1InU1FS5TgkErO3btxMREYGnpydVq1bF0dERKysriZQ6depUDhw4wC+//EJwcDCurq506dKF7Oxs7OzssLOzo02bNiQkJDBu3DgCAgIoUaIExYoVw8rKChsbG/r378/OnTupWLEi0dHRrFy5krt372JhYcH169eZPn06x48fZ+3atXTt2pUVK1bg4OCAhYUFpUuX5ueff+bq1au4urri7e3N3r17KVSoEFFRURw4cIDo6GicnZ0ZM2YM4eHhWFlZ8eXLF8aMGUP37t2ZN28eBw4coHjx4rRp00YipEVFRVGvXj3J/ZWUlESTJk2oUqUKCxYsYNOmTTRu3FgSmg4ZMoTFixezZMkS9uzZw/jx46lTpw4TJ07ExsYGDw8PFEUhIyODS5cuMW3aNJYtW4apqSkPHjxgxIgRFC9enMjISMqWLSu5jsaMGUP58uXp1asXZmZmhIeH8/nzZz58+MDevXuxtbXl3LlzTJw4kS9fvtCsWTNOnDjBuHHj+Pz5M7/99hulSpWiZcuWtGnTBnd3d2xsbDh37hypqalS0bJixQoiIiLw8PBg06ZN3Llzh02bNlG0aFGpUBUpIiKCqlWrsmbNGsLCwrh16xbTp09n69atLF68mJ49e9K1a1eaNWvGkCFDCAoKwsbGRnLbBQQEkJKSwj/+8Q8sLCxkTGlUVBRTpkyRQDmNGjWSyqJixYpx7tw5vL298fX1Zf/+/dja2rJjxw527NhBtWrVMDMzw8/PjxYtWrBs2TKOHj3KpEmTaN68Oa6uruTm5rJv3z4cHBzYvXs33t7eHDp0CEVR5PrYu3dvGbsHsHHjRi5duoS7uztBQUGsXbtWIuUGBASwdetWzp07J8fV/fv39fZv8+fPl+2mqrr4UpGEp4t2njFcp0SckVCy1KtXTyrx/8465efnJxWLv/32G6Dz+rCyspLQ70ZGRtja2pKXlyeBCARYgaqqEi1OCDpmZmZ661HhwoXlOxJzjLYewrokhCRAeizA11hq7X1/J/1HWn4MKyg2PQVdo6qqRLsQ8L6ikTIyMlAUnXWnoA2Soii4uroye/ZsoqOj9c59+fKFmTNnEh4eLjXRxYsXp0aNGrKzaDvYkiVLGDhw4DcCmbu7u/x/5MgRyShsWB6hOVBVHaypEHyEu4X2ue/fv0dRFAmdLCRxcd306dPZv3+/dLlSVR0pV9u2bSX6iHBnK1q0qN7gFN9iAAl/Vm2ZRRkNB6K2jMJH1tLSElXVEb8mJyfLRVXc4+TkRJ06dYCvhJiPHz/Gy8uLCxcusHDhQmkRKmijGxQUJAkpRRnmzp0rAx0FuIG2DvHx8RJlz9jYmCNHjugJqCdOnJDPatSoEdWrV8fMzAxPT0/CwsL48ccf6d27N2lpaUyZMoV169Zx+fJlhg8fLjVby5Yt4/Hjx3Tr1k1aZhRF4erVqxKsQnzGjRtHYmKitEICUiulFSgmTZokhUBtnJF2vBguQsHBOq+epk2bYmFhQePGjRk5cqR8/xcuXJBxPwWNLcPNu/CDFlYYbf8TzNpaYUG4E4r7nz9/rjeOxXUjR478ZqIvKKnqV8JZge6kqvqIM9pyi7JMmjRJry1FEtYq7fPFMx89elRgn9OWXdvvtMe01xZ0nfjt7+/P0qVLGTx4MGfOnKFRo0asWbMGX19f6VqQk5MjtbVJSUk8f/5cBqja29uTlZXFixcvJJ+PYI8XZS5SpIhE0REoc5aWluTm5qIoOm2clmX7f9PfS9q+0Lt3bxl8LMBKjIyMJDDHx48fWbduHT/++CMtWrRg3bp1JCQkcPnyZTZs2ECFChWwtbVl37597N+/X47v5s2bU6JECerUqcOLFy/IysqiefPmdOvWja5du5Kfn0/37t3JzMzk+vXr0p1x//797Nmzh/T0dKpXr054eDiFChXi0aNHxMTEsHz5cs6ePcuQIUOIioqS8P1GRkb4+vpKq3TJkiXp27cvP/74I6qqc93euHEjoaGh3Llzh19//ZXk5GRpOd+9ezeDBw+mf//+PH/+HA8PD0qWLMmbN284cOAAkydPpmXLluzZs4fOnTtz6NAhJkyYwODBg+nevTuWlpZYWFgQGhpKRESEXGd+//13ad2cNGkS79+/Z+TIkbRv3x5ra2vmzJnD4cOHJYTyp0+fiI6OlsrHjIwMdu3axezZsyXJ94kTJzA1NZWIb+3atcPKyoq8vDyOHz9OcHAw/v7+HDlyBGtrayIiIvj48SNv374lJCSEuLg4SpcuTUxMDLt37yY1NZXly5czaNAgPDw8OHfuHEFBQezZs4fff/+dokWLsnnzZvr06UNwcDAuLi5kZWXx+vVroqKiOHbsGA0aNGDp0qV4e3vTqVMnSpcuzdChQ7l48SIJCQk4OjqSnJzMixcvJPXDnTt3iIqKkq6zjx8/5ocffqBkyZJYW1uTl5eHn58f9+7dIy4ujsqVK5OYmEjRokXp1KkT7du3Jzw8nJCQEMqWLUvHjh1p27YtGRkZHD16lBkzZhAUFMTgwYP5/fffefPmDX379uXdu3ecPXuWU6dOoSi6wP8PHz5w+PBhGadtZ2fH+fPnOXr0KMePH8fT05PPnz9z8eJFKleujKmpKZmZmTRs2JA3b97g4+PD1KlT8ff358SJE8TExEgB+cGDB9y7d48LFy4A4O3tTalSpZg8ebIEBXn8+DGenp4YGxszevRoCUtdsmRJNm3aRFRUlITUfvr0KdWrVwegdevWvH//no8fPzJr1iwJRmBjY0P37t1xddXxIL98+VISqg8bNowbN27IcIHevXtz9epVIiIi2L17N7/++ivDhw+Xe6jIyEhu3br1T9epOXPmSCWVAHECHbqouFYoFxRFF2sqXNHHjBnD7t27JWCXSMbGxnTt2pWDBw/K46VKldJblwTxq6LoXOYmT55MYmIiQ4cOxcvLi0WLFvHs2TOuXbtGamoqZmaVMa3TAAAgAElEQVRmLF26VE9YU1VVrim5ubnSVU5VVWkR0sJVC4AukQT/kKqqEvBA7DfE+f9O+o+w/BS06dFuoG7evPmX1wEyfkW7SdE+x87OTm/zIjZp4h53d3cuXLggrTlaS0NaWpq0qgCsWLECQKK7aPMUL1O7af348SMlS5bUK7fQ2JUvX16aRlVV54pmWAdRljdv3jB58mSuXbvGrVu3ZP1+++03iS+vreOSJUtQFEWSc7169Uqi/WjzOHfuHKampnz+/Jnz58/rbdoEapuPjw8vX76Ugpvh+xGucXPnzgV0LkiGRKuqqjJlyhQ9v1ltXo0bN8bX11fvPWuDigVimaqqEvVL3B8aGsqJEydkfsnJydLtz9HRkZMnT6KqKtbW1iQlJdGgQQNOnDjBixcvqFixIg4ODtSuXVu6Emmf/erVK8qVKyffn6Io1K9fnylTpsjyiHIriiLN0YJ8T9RFoPbBV7Z4Q+Fx9erV9OrVS/JfGF5z5MgRVq9eTZ8+fXBzc6N379789ttv8n5HR0fZXtp6nDp1SpK43rx5Ezs7O65evar3Lg3v0SLEgQ7BbuzYsZJhXgT8i3stLCzkeNC+c4D9+/f/pfAq2lRA3BqW3/BaQM9CK651cHCQMNPwVXjUlkXcM2XKFDmOVVXHwfLy5UvJZyDua9q0aYELlOEzCzqmvVZ7nXhe8eLFJSmwts4iPgl0sXTr1q3jp59+wtjYmN9//x1ra2vMzc2lNiwvL4+cnByqVKkiCU2FplTwaAlSVUXRaeVev35NkSJFMDY2JjU1lUqVKsnYs/9Nf53+q3VKWBe115UrV47g4GAJgWxmZibh6T08PCQ7fWJiIrNmzWL48OHs2LEDDw8PAgICOHXqFM7OztIFqkmTJhw9epSwsDC6dOmCqakpfn5+jBo1ioMHD7Jy5UqMjY3Jzs7mwYMHJCYm4ufnR5kyZfjy5QsNGzakdu3arFu3jhUrVjBkyBB8fHwkDDDowBdSU1O5cuWKVNYId9ekpCSWLl0qwQsURQdHLFyo165dS82aNUlLS6N27dqAjuvm9u3bnDt3jt27d7N8+XJ8fX0ZOnQoz549o3HjxjKIfdCgQURGRvLLL7/g7OxMYGAgderUYdCgQdy4cYNBgwaxcuVKOnfuzOLFi/ViEGfPnk1OTo6MfQCdi5O7uzs1a9bExcWFqVOnUqNGDbp27UqdOnWwsLBg1apV5OXlYWNjw5w5c3BycuLo0aMMGDBAurq/evWKixcvEhkZSfXq1alevTpjx47FzMyMDh06UKhQIZ48ecLSpUvJz89n8eLFXLp0iUWLFjFmzBi2bdvG5cuXef/+PdOnTyclJYWZM2eybds2jh8/jru7O+fPn2fFihWcOHGCBg0aSAEhKSmJIkWKUKRIEUqXLo29vT0XLlygWbNmlChRglWrVlGnTh2cnZ15/fq1dBOrVKkSly9fJjs7m7Fjx1K2bFkaNmzImjVrmDFjBgcOHMDIyIjvvvuOdu3a4ebmxt69e4mPjyckJISMjAySk5NZt24diYmJODo68ttvvxEcHIy1tTWhoaF4eXnh4uLCpUuXaN26NcWKFWPBggWcP3+epk2bEh4eLglYRczhuHHjSElJYc+ePaSkpNC9e3f8/f3p0aMH9+/fJysrC29vb7Kysnj48CEBAQEMGTKEAwcOSOhzVVVp164ddevWxcbGhrp165KUlCQJ3Ddu3Mj8+fNZs2YNPj4+3Lhxgxs3blC7dm0aN27MoEGDuHv3Lo0bN2bfvn1ERkbKOJXDhw/j6+vL48ePqVatGqqqcy+vVKkSAwYM4MOHD8THx0urUmhoKKqqyvnWxcWFgQMH8vLlSznnb9++HWdnZ0aPHq03f6xcuVKPmkLMJ2vWrOHhw4f07duX1q1bc+nSJcaNG8fatWsJDg6mQoUK0uV57ty5+Pj4sHv3bipXrszAgQPp1KkTRYoUkRDrwm0RoHPnzmzcuJE+ffqwY8cOuX5q16lHjx5JAl1xDnTrqqenJ126dJHeAgsWLOD9+/dyH56WlibdqrX1UlVVkjFr11Uh1AglJiDd6cS5vLw8ihYt+t9CfPuPVucZbgwMk3Zz8dNPP8mXl5ubK90NPDw8KF68uOyEO3bsoGrVqhLzfty4cZLYUyDenDt3Tl5vZmYmnysEigEDBuDi4iKBAcS1HTp00Pv//v17PQn76tWrLFy4EEVR8Pf3Z8SIEXpB6QLQQcSzmJiYyA25g4MDK1eu5Pbt2/j4+KAouhgYwaSsqjof0W3btuHm5oaiKEyYMEGapK9cuSJ9N4WgZW5uzqZNm1i2bBmqquoFjQvGYkXRIQKJOCkhQAlIxjZt2vDgwQMA5s+fz7lz56QWUHRwgauvKEqBLMmKorOk9e/fX75TcVz7uXHjBosWLcLS0lLv/vT0dAnHqKqqdHNUVZ1lKyYmhhkzZpCUlISi6GDCjx49ipeXF8+ePZOC2qdPnyQKkBCWOnfuLOt97do1LC0tJQrLx48f9cqrqirZ2dkoio7o1crKSiIyDR48WPbbSpUq6dVR1MPb25vmzf8f9t48rqa1//9/bvNUSsiYEHWMSaaOyNjJlAwNho4IcQx1yDE00SmzdHJIiYSMiVDGQpJMyRwZc2TqkJSc6Pr+sb/rOnvH/bnv+/vP7/48fvf1eOxH7bXWXsO11rqu9/B6v17WsjZJ6RflGHfv3pVaOykpKbx//14yAapUKkJDQ+X+Vq5cKX+n0Noqx1QK4oUQEh5Y/n1TsMzKR1GCV6lUXzk+TZo0kb9LS0v76h0tLCyU/zs4OMjfqlQqmfVTzl1pmo5UeUdZEXnVXK84Psp19evXTx5TE5oKaDk+gIxyl1e5VmjZy483mr/9R86Rcjzl+dH8jUqlhrcomkvKuyqEkM+oSqXi7t27EhNepUoV8vPzKS4u5t27d2zZskUaE4pRWlhYSIUKFcjJyZF4bIV1R4m41a9fX0bXVSo1e98/Yif7b/vXmnJfFUO+fBs0aBAfPnxg586duLi4sHr1aqZMmYKLiwtOTk4IIVi+fDkVK1Zk4sSJjBkzhidPnnDw4EGZnVD0exYtWsTRo0dZtmwZBQUF7Ny5k9TUVHR1dZk+fTpr1qxh//792NjYkJ2dTc2aNXF2dpbIgJiYGGrXro2Hhwfz5s3Dx8dHUv8qz12fPn3o27cv8+bNIy8vj3r16klqWwsLC0pLS3ny5AmPHz/m4cOHGBsb4+HhQfv27alfvz6hoaHcvn2bBw8esHHjRuLi4tDR0aG4uJjg4GDS09Pp1auXJI7p378/QUFB+Pv78+HDB6ysrFi3bh2lpaVcvHiR7t278+rVK5o0acLTp0+pV6+epOJW5myVSiXFqydMmCBrH27dusWWLVsk2cTHjx/Jycmhd+/evHz5kj179rBmzRrmzp3L4MGDcXJyYuTIkaxYsYIdO3awbt06Hj58KLWEkpKSMDAwoGnTpjx79ozg4GBmzZrFjBkziI2NxcnJidTUVK5cuUKlSpWYPn06e/fuZcSIEXz58oXvv/+elStXsnv3bp4+fcrJkye5cuUKKpW6fk/pk+PHj2Nubs67d+94/PixzAAuX76cLl26SAdNycDdv3+flStXcuHCBYYOHUqjRo24cOECycnJjB8/nrlz52Jtbc38+fNxcXFh586dJCcnY2ZmRnJyMvfu3aNPnz5s376djIwM3r59K5klhwwZwsyZM3n37h3e3t7Y2dnJmrBRo0bh4OBAVlYW33//PSUlJXz8+BEHBwfmzJnDu3fv2LBhA4cPH+bhw4cMGjSIZs2asXHjRp48eUKnTp3YsGEDurq6mJmZsW3bNvLz8yVZxPz587l48SKNGzfmxIkTWFpaSq3C/Px8WX9lZGSEu7s7Pj4+DBo0iO+++04W+wuhlpqIjY2lXr16gBpR8/79e7Zs2ULHjh1JTExk48aN9OzZkw0bNmBtbY2pqanMZHTt2pWHDx9iaWlJ+/btJax96tSpLFq0CFDX8DRo0IDMzExu374tCbRUKnUGdd++fRLaJ4QaLTFnzhwJKVXmm71791JSUkJgYCD6+vokJyfLzLFKpSIhIYHNmzdTrVo1KleujL29PSqVmvVRgek1aNBAOmWAlIwBdWZ69OjRdOjQQcq0KPadkjX6/Pkzjo6OhIeHS50jxYbNzc2VgQ+VSsXHjx9p1aoVgKSlLisr48uXL9KeUpommYLCGqusL68XpDhQKpVK1h/9O+0/3vlRouDlDR3NFhoaqsUSobnNy5cvWbhwoUy9glr3w9hYTXOsRJeU30ycOBFAcrOHhYVJA0aJuCsK80rH6+vr4+vry6JFixBCnfpX4G8qlUo+HIcOHZKTmeJAKIWmQqiZoxQ4w6tXrxg5cqSWzo8SrVbY3jQNek1nQnmQ8/LyqFu3rqTaPnbsGJMmTSI8PJxDhw7J7VQqFT/++KMsqlReoMLCQjw9PSWGVineP3bsGK6urvJ4x48flxTTCoWzQgd++PBhGcFWUtoJCQm0aNECR0dHWrZsKamklfoX5Vrat28vHTch1Mx8injjqlWrtAzLzMxMrK2t2bdvn5aTpji4CunF8OHDuX37NgsXLpSG+rJly1i6dKlkaJs4cSIeHh48evRIywEBGDNmDEKoMz6LFi3ixo0bAKxfvx5ra2uGDBkii3sNDAyYNGmSZGYDNe2zwmj07t07rfuvPL8DBgyQyxRqbkNDQ8nEptAe5+bmykFFCHXGQjOjoaOjw9OnT+VzP3jwYLlOKdAXQh2NVfahnINS87J8+fKvnEwhhBSU00xrv3z5UpIoaL6jyqCsUqmkXogQaq0lUEd+lWUKy5/SFIru1atXk5KSIo+vCJ6WdxA1j63prGn28YABA7TGFEXEVdFl0HynVCqVnLw09wdI6EZ5MVblGsqfi+a+QT3hHDly5KvjKeemub2m86csy8jIoH///qxevZpff/2V+Ph49PT0JLtlQEAAderUYenSpXz+/JmlS5eiUqkLWytXriyhbhUrVpSZH11dXd6+fcvz588BtX6Jrq7ufwkP/kn7V+ap3bt34+bmBkDDhg21ttm+fTv+/v68e/cONzc3DAwMuHXrljR46tWrR48ePQgODmbu3LlcunQJIyMjatasyb179xg7dizjxo0jLCyM1NRUYmNjefr0KePHj8fLy4ukpCSOHTtG8+bNOXv2LGlpafz1119kZWVJohh/f3+cnZ3p3r07GRkZREVF4evry6FDh2R9wfv372nYsCFNmzYlICCAkSNHUqdOHSlbcObMGb777juCg4PR1dVlzJgxck47f/48ixYt4ubNm4SGhnLnzh3S09P5+PEjlStXpkqVKgQGBmJra8ulS5do0aIFgwYNYujQoURFReHn58fhw4fJzc2VDF1WVlbcuHGDhg0bEhcXx8CBA8nJycHZ2Zn27dtTt25dDh06RGZmJu/evePUqVMMHTpURthbtGjBmDFjMDU1pUePHqxZswYjIyPKysoYOHAgJiYmJCcnc+3aNV69esXBgwdxcnLi8OHDtG/fHmdnZ0JCQnB2dsbd3Z2DBw/y008/YWdnx9q1a7GwsOD333+XtXszZ84kLi6OP//8k4MHDzJ//nwGDhzI8uXLuX//PmlpaYSGhnLgwAGKi4tZs2YNDg4OODo6YmRkxK1bt0hPT2fq1KlkZ2fTsmVLPn36xOrVq4mIiCAwMBAdHR3s7e1l4LZRo0Y4ODhQsWJFmjdvjomJCfr6+tjY2KBSqejQoQMTJkwgOTmZ+/fvk5eXJ7OBubm52Nra8tdff7Fq1SoSExPJz88nLCwMXV1dzp8/z+XLl/nxxx8xNzdnxIgRkkI9OzubDRs2SBpnAwMDWc/17t07wsPDqVixIsbGxowZM4aFCxdStWpV9PT0cHR05OzZs1SpUoVVq1YRGBgo60lPnDiBmZkZbdq04eTJk5SUlBAbG0t4eDht27aVNZCrVq3i5MmTREdHM2nSJOLj49m7dy9//fUXvr6+UpcHoF69ejRv3lyWF3z48IH4+HjS0tJYvnw5NWrUIDMzk9TUVFxdXbGxsaFu3boSGmphYUGtWrW4fv06a9askWRB4eHhUujdxsaGFy9eYG1tTdu2bSUBimLb2Nvbawl5L168WDKBKhBQIQSPHj1iwoQJFBcXa40Pfn5+gFqnSIHaHTp0iB07dkhCkVmzZtGzZ082b97MnDlzaNmyJZUqVZKoEGVM+vjxI1lZWYwePZpff/1V2lu7d++mfv36dOzYUSsgosxJgYGBODk5SVSLEGqGyDlz5rBhwwYWL17MihUrqFSpEhERETx58oSAgAAqVapEeHi4lk1RtWpV6dgo56VZ56OQLSjfNSFw/0r7j3d+4H/G+KtU6ii6Jte4Qi8shMDQ0JClS5dqRX6VyLwSeYW/o8UrVqxACDWln3JjNWtnmjdvLokL7OzsqF69Om/fvsXe3l6ej7+/P/Pnz5fHUIQqmzdvLqPjyrpr165pGUqNGjWiQYMGAJKmVrnxCtROYUkrb5ACUkRVWdaiRQtZrKosUxTbyxtTivK15raKY6LZN7a2trKodcKECV+dj+bvFWdFeUGVKERoaCh79uzB0dFRQtI0I/AXLlzgxo0bjBkzhrdv38rlisOXkJCgBZH76aefEEKtjRETE4OdnZ2s01LYqqZNm8bBgwf5888/OXHihIxmzJs3Dz09PZYsWYJKpZJQsfv37wPql7Bbt24yK6dSqTA2Npa000IIef/t7e0lhE2lUsPcNIuaQV27pChMl2cQdHd3l0WGKpVK8vW/fPlSZlCUfSnZOqVVrFhRy1lWqdT0556ensDfLGmgduIUB0eBcypEA0IIIiIitBwkTaN94cKFcnANDAyUx5o5c6Ykl9B8b5W+ATUOW3G2XFxcWLNmjaR3Lt98fX3l9c6ZMwcbGxut9dOnT9f6npCQoFVXp5xDeadCE76p6Xgo56k8B0KoAxwKOcK3DFvFMdHcj5K90ty2/BgmhDoDeffuXa1lSlNoVsufv+YyhYVP8zoUun1lub+/P0IImb3dtm0b+vr6gFoaQMn+6OvrU7FiRZ49e0adOnUk7E1R3f53BeT+/9j+p3nqu+++Y+nSpUyZMoWCggJZVwgQHx+Ph4cH+/fvZ/369RgZGXH48GEKCgrkfbtw4QL16tUjKyuLWbNm0alTJ4YPH87nz5+ZOHEiEydO5OzZs7x48YIhQ4YQHh7O58+f2bZtG3p6elSrVo2pU6dSp04dKlasyNSpU2nSpAmNGzeW82HdunX5+eefOXXqFHl5eTRt2pTk5GS2bt1KcXExhoaG2NnZSdashIQEPn78SHp6OgMGDCApKQlra2v09PQICgrizp07rFy5EmNjY5o3b46uri4HDx4kLy9PwsZatWrF4MGDyczMxMrKiqSkJLZs2YKXl5c0ZpTxZs+ePcyaNYsrV65IqPIvv/xCWloaL1++JC0tTTpU48ePJzU1lZo1a0qhSz09PSZPnsymTZuwt7fny5cvrFy5kn379nHu3DlWrFiBn58flSpV4urVq3h7e2NsbEzXrl0xMDCgS5cuTJ06lQ8fPvDrr7/KLOu8efO4f/8+nz9/xsPDAyEEkydPZsaMGbx9+5aMjAz27NlDYmIijx49YuHChbx69Qo7OzsuXLjA7NmzWb16NQ8fPqRXr1507tyZ169fS5HQTp06sWbNGgYNGkTdunUxMjKStOl79+6lW7duGBsb07ZtW5KTk7lz5w7u7u5s2LCBnTt3UrlyZRYtWsS0adPIzs6mtLQUfX19evXqxYEDB/j111/p27cvnz59YsuWLRw9epSOHTvy7t07Tpw4QaVKlTA2NiY8PBwnJyeOHj2KnZ0dxsbGNGnSRMLtz5w5Q1FREZUrV6a4uJiZM2cSHx8v0StHjx7l2bNnpKamMnfuXMLCwggLC8PPzw8dHR3pyLVo0QI9PT0GDBhAWloaiYmJ/PHHH/z++++cPn2a2bNn4+PjQ0hICMeOHWPbtm1cvXpVzpWKVuLp06c5ffo0nz594tmzZxQWFrJz505u3bpFz5495TzUpUsXKlSogKWlJdu3bwfUgYrjx49jZWXFsWPHMDY2lnNeu3bt6Ny5M/n5+TRo0ABjY2N69OhBYWEhkydPxsnJSUuQWxnjz5w5A6jnw/nz50vUB6iD7ZUrV5ayFIrz1q5dO44ePcrhw4dJTU2VjJAtW7ZkxYoVMoPp7u4unYbt27dL0oVhw4Zx9+5dCgoK6Nq1K5mZmWzatAmVSoW3t7cUwxZC0LhxY1QqFcOGDaNatWrk5eWxZ88efH19CQsLY9u2bRgaGvLq1SvKysp49eqVZEbVnKf27NkjRY9VKnV9uLu7uwzaCqGG8GvKwCxbtoyXL19y7NgxhFCjZhSNO4UBGf6uA/rrr7+0aoL+X+an/xXOj9I0jYN/ZBAoniYg08XlfyeEkFjdz58/M3v2bBo2bMjVq1dlHYmXlxfR0dF4eXlx9uxZuX89PT3y8/PZv38/t27dkixJlpaW8sbevn2bpKQk6WCYmJhIJ0oxRpQCMk0VbyXaqsCllGwKIJ2xiIgImQYtb7wpzsjhw4e5cOECVatWZdWqVdJYVyggmzZtyqhRo7SMVMXI0TScQB3NV65Dc52S+TExMZEPevnfq1QqTp48iaurK1FRUWzdupV58+YhhJAP/rJly+T2moabIri3e/du6tSpI+udVCo1I8qZM2e0IHJpaWmoVOrU7vXr1+ndu7eWMa9SqSQT3/379xk5ciS7du2SzsLbt2/54YcfOHHiBCYmJlokGFevXiUjIwM/Pz9p3Pfr14/Lly8DakaXjx8/oqurS1ZWFgBJSUno6+uzbNky+vTpg0qlknBKzXNSKLWV/o6MjJR0kUoR48qVKxFCSNy8Qrig0Icr99DS0vKr+7R8+XKZ4VPWK+sURWxl+2PHjmm9I8+fP5fba9avKWQIKtXf1Oya16S8qz/88IPcn7KsY8eOzJgxg/Pnz0sHoLwjr/xmyZIltG/fHlCzE5Z/1zds2ICVlRU+Pj6AuhZh27ZtWvtQzkvJPoG6KHX9+vU0bNhQ7uvFixcSWnb79m2EUGdYlb5T7k/5a9Q87/J9X37sKu8UCiEwNTVFpVIzRWpuZ2Bg8JXTWf6alP3cvXuX7du3ax1/7969X52PSqUiLi6OjIwM4uLiKCsrIycnByHUQSLNc1XqferXr8/79+/lRPTf9s/bt+YpRa9JmUOEUDOGAjI7q+iiKWxQgYGBUvPDzs5ORsI/fPjAs2fPaNCgAcnJyQwePJj+/fvTrl07Jk6cyPLlyyWDUp8+fSgqKqJ///7MmTOH1NRUxo8fz8aNGyWNeWZmJiqVWgvq1KlT1KxZkxYtWsgalREjRlCtWjUOHDjAmjVrZAa5tLSUYcOGYWRkxLFjx6hfvz4LFy4kPDxcsmN5enpSVFREUlISV65cwc3NjRUrVnDx4kUePnzIjBkzpHHp6elJcHCwLNr39PTk5s2brFq1ChsbG5ycnCgoKMDb2xt7e3v09PRYt24d8fHxlJaWEhsbS926dVm5ciUjRowgMDCQ+/fvk5GRQfXq1alRowYRERGEhoZy//59ateuTVBQEN27d6djx46y3un169e0atWKQ4cOUVpaypEjR0hLS2PHjh3cuHGDbt26sW/fPoyMjNDR0aFp06a0bt2ajIwMOnfuzKBBg5gwYQIfPnxg7ty5xMfHM2fOHOnk7N+/n+7du1NcXIyuri61atUiPT2dRYsWUblyZczNzSkuLmbEiBHUqVOHixcv0qVLF5ydnRkyZAi3b9/Gzs6OatWq0bZtW+Li4oiMjKRDhw7Y29uTnp6OhYUFI0aMoEuXLhQVFWFgYMDVq1exsbHh6NGjFBcXY2xsTE5ODk2bNuX8+fNs2rSJTZs2oaenR6tWrZg9ezZTp07Fw8ODwsJC1q5dK+GG3bt358SJEzLTFxkZydatW5kzZw5169YlIiKCBw8eyO9KgFG5by4uLhw5coQGDRqQkZHBo0ePePDgAStWrCAhIQE/Pz9cXFxYtmwZL168wNfXV5JTmJmZkZ2dzfbt29m1axcvXrzghx9+IDw8nKlTp8r5qW7dugQHB0tNoB49euDt7c2gQYPo1asXTZo0IS8vj969e/PlyxcCAwNlHWefPn3w8fFh7dq1uLq6smDBApkpsrS0ZMGCBbRs2ZIuXboQEBDAunXrSExMJCQkhIcPH0obTqVSkZubi6enp6REP336NKamplLuQKVSyVIGJTjcsmVL1q9fj6urK9OmTZNQ/pEjR7Jv3z5ycnIoLi6msLAQLy8vmjVrJueFhw8fSttXGY/s7OzYuXMnEydOlHVKKpWKp0+fMmTIEAAJdz948CAXL16UkHMh1JItrq6uLFy4UC4TQkhiqOLiYq1a8/LzVFRUFOvWrZNIEsWGVb4ryAMFxm9qakphYaEUZi0pKQH4ah5Sqf6mvVZY4f7V9r/K+SnfyhsY5ZulpaXW97CwMEnlrBjakydPZvXq1SxcuBAbGxv+/PNPOTn9+OOPjB49WkvU8/vvvyckJITk5GQePXrE+fPniY2NlbokKpU6Al67dm1JS1xUVIQQgkmTJrFixQrppAgh6Nmzp1TyfvLkiVTFFkKtVaMw1F28eFGe77Nnz7C0tGTgwIHyBfvjjz8k44hS7Pjp0yeJ2WzQoIEsXtM0wpTvY8aM+cqAU6nUTFDKdWhiVEtLS6lduzY2NjZfiWoJIaSYa79+/RgwYABTp07l5cuXUtdGidwIoYbnlTcglVSnknVLSEiQGk6K4whqjRbFMQoMDKR79+5MnTqVBQsWSC2ec+fOyayHEOo6LSUzp9SCjRo1ig8fPjBgwACys7P58uULiYmJMhWvUqkLHZVs06lTp5g4cSJCCKZNmybZ3YKCgqTxeebMGclQB2qq7oCAAK3MQo0aNeR1X7p0SUKkkR4AACAASURBVOJwVSqVFGT19vYGkNTTyvUqTpLy6dGjBw8fPtS6h4qgokr1N+QM/oZ6KesACaFTjDEh1FnLX375hdWrV8v3aO/evbIvv+X0KP8reiKa76oCXRg+fLjWM1j+vVbusZKx3bNnDxMnTuTAgQMSguPu7k5aWprMyClNiYZpNiUyJISa0GT69OlabDmGhoaSKGH37t0AnD17VmbFlHb+/HkAKdiqeZxvOUjl3yfN5a6urtjZ2SGEGh5Rvh80v/8jJwjU9VeagrNCCEaPHv1Ngo727dsTGRnJtWvXWL58OTExMfz6668cP35cBjlKSkpo2bIlVatWpbi4mC9fvvyvFjn9/7pp3rfOnTsDcPz4cflMKvCXnj17EhcXR2BgIN7e3rRu3Zrz58/z8OFDHjx4gPH/je7fvHmTn376iU2bNhEaGsq4ceOoW7cuN27coLi4mOzsbBlJLygowM3Njby8PGxtbWnXrh0tWrTA09OTa9euUbFiRcLCwrh8+TJWVlbY2dlRv359/vjjD2bMmEH9+vVxd3fnxo0bXL58mREjRvDp0ydsbW3x8PAgNzcXU1NTIiMjZU2OYiyWlJTw/fffs3DhQsaOHYuDgwNubm40btxYZjVu3LjBkCFDuHPnDr/99htVqlShT58+RERESBkDHx8fmjZtys8//8y9e/eYNm0aUVFR7N27lzVr1jBixAhUKhUBAQEcP36cffv2kZaWxrx58xg7diwLFixAV1eX27dvExoaSnBwMDVq1CAyMpLHjx9TUFAg6XsfPHggNe1mzZrFkydPaNGiBYGBgVJY29fXl/r163PmzBnCw8O5f/8+CQkJFBcXk5eXR8uWLWnatCnR0dE0btyY+vXrExsbi4GBAVWqVKFp06Y0adKEBg0acOXKFengZmZmcvbsWQwNDdmyZQs7d+6kRYsWHDt2DAsLC0JCQjh79ix9+/bl8uXLuLu7Sxti9erVVKhQgXHjxtGvXz8KCgo4duwYOTk51K9fn6CgIM6ePcu1a9e4c+cO2dnZzJkzh/z8fNq3b8+7d+9Yu3YtV65cQVdXFyMjIw4cOMD8+fMJCgqiYsWKTJkyhUGDBmFjY8OjR49wdHRk6NChdO7cmTlz5mBiYkJmZqYkIjhx4gTTp08nNTWVxMREXr16RXJyMjo6OgwfPpwhQ4ZIkqS8vDwePXqEra0tT58+ZcuWLRQUFLBx40YmTpyIoaEhjo6OxMfHc+XKFapXr469vT3dunVj7dq19OrVi759+2JsbIyRkRGXLl0iPz8fAwMDfv75Z548ecKNGzeYN28eBgYGbNq0iUWLFnHt2jVWr17NoEGDePToEXPmzAHUNkZMTAx3797F0NCQcePGScKS0aNH8/nzZ3JyciRa5tOnT1StWpUjR46QmJjIypUr8fT0ZMuWLTRu3Jiff/6ZgIAAGjVqxKdPnxg3bpx0QpTjKQa+o6MjOTk5lJSUsH79esLDw3n//j2Ghoa4u7uzY8cO6tevL0VS165di6+vr2SRfPHiBampqQwdOhRvb2/GjBnDjBkz2LlzJ9nZ2V/NU5psucq81q1bN1nWsWDBAkkisXTpUi1WtevXr1O1alWqV68uxUwV1ILCWqsc782bN8yfPx9Qkx4Ioc7cTp48me7du2vNU5cuXWLVqlUySxwdHU1cXBwFBQUSgl1WViaRRZr1QP9q+18ZztM0LjSbAkMCNaY6Ly9Pa/2MGTMkf74S7bpx44Y0jDXTa8rf5ORkVq9e/ZURp+D6FYfozz//RFdXV67/8OEDkyZNolWrVrIOxtXVVas2ycvLizZt2mhBdRQ9k3bt2kmHQdmnwkKlabQq/xcWFsrapfnz51NaWipxp0q0F5BQC8XwVqKRoObJ14TaPX/+nLKyMlkLAWoH0s3NjerVq1NSUsKDBw8ICwuTGQyl3bhxQ8L3hBCMGzdO6/49e/aM9u3bM2jQIDZv3owQarpDRU1ZeUmsrKxkkbxyXgo7kqurKw0aNODu3btkZ2djampKXFycNLAPHDiAEGrqUycnJ61nplq1anz69IkHDx6wZMkS7ty5IyF+mv26fPlyHj16pDVgrFixgnnz5mlBKePj44mLiyMmJgZXV1diY2OxsLDg2LFj0kmKjo7GyspKOrcTJkzQ2nd8fDwjRoyQDivA5cuXUanUMMGHDx9q0VR+K9ug/FUYDN+/f69FDvD9999jZmbGxYsXv3KEFWdRqcExMTHB2toaIyMjLcIQ5V2Li4uTInFKFgzUhp3mu3Lu3Dmt+1f+HbOzsyMxMVHr/ly7du0rhrYtW7awefNm6TgpWlHfcjqUWr0TJ05oUbiXf481mxBqQoE6dep81Teazofy9+XLl/z2228IoU7ba26ruZ3mMa9fvy5pw8v3h2Yr7zxpnqOyTMkia+7f1tZWi5q+/HH+0QShUqk4ePAgXl5eUiizUaNGvHnzhipVqvwX9vZvNiWTXv7eXrlyhalTp0qBwqlTp8oMEMDIkSN5+/Yts2bNwt3dHUdHR7y9vbGxsWHNmjV06tSJvn37snLlSt69e8eUKVO4cOECa9asoXnz5gwbNoykpCQyMjKkTMGKFSuYNGkSS5cuZdy4cURHR/Pjjz/KouMKFSoQFRVFly5dmD9/Ps7Ozjg4OFBYWMjBgwe5f/8+Ojo63Lt3j/j4eMLCwqhWrRqzZs3C3t4eQ0ND3r9/z7x583j37p1kf4uLi+Ply5cEBwcTFBREz5492bVrl6z79Pf3x9rammPHjjF8+HCuX7/Oq1ev+PTpEx06dEBfX5/hw4eTmppKTk4Ovr6+VKlShcmTJ9OsWTMmT55McHCwhKsGBQXh6upKy5Ytyc3NpVOnTuzYsYPXr1/TokULWrZsyYkTJ+jfvz/R0dHs27eP4uJixo4dS35+Pt7e3gwdOpTS0lLevHlDw4YNKSgo4OrVq2RmZvLixQt27tzJ8ePHGThwIC1atMDPz4+srCzatGnD2LFjqVmzJjNmzCAuLo7Nmzfj5eXFzZs3qVKlCh8/fmTt2rXs37+f/Px8qdmlQOYCAgKoW7cuv//+O3fu3KFz586cPn0aX19f5s2bx9OnTykuLubRo0d4eHiwdu1a+vfvj7m5OVFRUZSUlLB//35ev36NqakpWVlZzJw5k127dnH79m2CgoJISUmhUaNGmJubc+bMGV69ekWNGjXo3r07KSkpREZGcvr0abKysigrKyM+Pp6tW7dSUlLCkiVLKCsr4+rVqyQlJdGtWzcuXrxISkoKPXv2ZNmyZYwePZpPnz6xfv16fH19KSwsZNmyZSxZsgQPDw+WLVtGcHAwq1ev5qeffpLSFpGRkWzYsIERI0bw/PlzYmNjJfxv5syZBAUFYWRkRPv27alXr56El507d45ly5bJYLOSfenSpQujRo2S9P8KpbWjoyMFBQW0b98eFxcXrKysEEJIIgUHBwcGDRrEtm3bGD9+PElJSaSmptKkSRMGDBiAn58fv/76K3fv3iUmJoaMjAw8PDz4+PGjzEAoNWZKoHz37t1Mnz6diIgIQG07uru7c+fOHRwcHBBCrTP3888/8/DhQxmEAygqKtIS/gS1Ft6DBw+oVauWDJ7FxcUxdOhQ9u/fz6dPnyguLmb27NlcvnyZK1euSNtQgcapVCpZc1t+nlKCsArrXp06daSDNHjwYI4cOcK5c+fo2bMnHTt2pGHDhtSvX18S4xgYGHDgwAG6du1KcnIyAQEBWmNhamoq/v7+MvitUqlknZbmPLV161bu3Lkj6cYBateuTYcOHbCxsaFChQoUFxdr6Qj9O+0/PvOjEA+UN/jKNyHUJAGKIZKXl0edOnXk+vKGlfJdgTFVrlyZJUuWsHjxYq2Idt++fSkuLtaKcKtU6tSnpvZOVFQUhYWFEurz6NEjdu/eraUPtHXrVnr06IFKpZIq90ePHuXgwYNERETw6dMnqVvg7e0ta2kUbneloE3T6DUzM0OlUsOSFIaN1NRUKegFaqNaOdc9e/bQuHFjqdar9B0g9Q2EUCt96+rq0rRpU7mN8vHw8MDAwIDk5GQmTJiAj48PVlZWWtHtAQMGyMiEEtVWMk9K/8XExGBqasqyZcu4du0apaWl0hFSMl5paWmS4EExZu3s7Lh8+TIxMTFyIlUK7Ozs7KS+gdJXISEhkqpXESdVmERatmzJ1q1bKSoqYvLkycTFxVGvXj2ZTXj27JkUg01OTiY5ORl7e3uaNGmixdQXFRWFEILx48cTGhpKSUkJlStXZvPmzWzevBkfHx8mTJjArVu36N69O1WqVGHr1q20bt0alUrN7jdixAgaN24s+yk4OFg+Z7Nnz+a7777TwtJ+KxugRFuUbNqiRYuk2KeLiwsXL17Ew8ODmjVraj3Pb9++xdnZGR8fH54+fUpqaioPHjxg0qRJTJ8+Xes4t27d4ubNm6SkpNCwYUOKioq0IHXG/5dM5OLFi6Snp9OzZ09ATXGuRKeUZmtrS2JiotYzplxbbm6uvC4LCwutd11xCssbmArkoaCgACcnJ5kdVVjPNPuq/PeBAwdKx0dzzCh/DOX//Px8KfzWtWvXf+hkaN4nhd5Xc9uBAwfK7ZSMYXmHrnnz5lr9plL9LYCn2W+K46ks19zHP3K0DA0N5T5CQkKoUaMGtWrV4sOHDxgaGtK4ceP/Oj//pJWfp5Ssm2Zzc3MjOjqajRs3SkNk48aNTJ48GVAXctesWRN9fX1u3LjBqVOncHR0lNmC2NhYqlSpwtOnTzExMeHQoUPMnj2bs2fPcvHiRcrKypg+fToFBQUMHToUOzs7dHR0aNeuHU5OTri7u/PixQuuXLlCVlYWtWrVoqSkhPHjxxMTE8OpU6d49OiRDNps3ryZbt26MWnSJNq1aycLzG1sbDh27BgpKSk0adJEwpJPnTrF2LFjMTIy4tq1a3h5eeHq6oqTkxMJCQm0bt2axMRE9PT0cHZ2pqCggPz8fBo1asSHDx/Iz8/H1NSUVatW8ebNG3bt2iWzAdevX8fW1paPHz9y7949IiIi2L9/v6wNOHfuHNWrV+fXX39l9OjRTJ48mQYNGlCpUiX69OnDgQMHePz4MXPmzJHEHzt27CA1NZV+/fqho6NDZmYmPj4+JCUl0b9/f4KDg8nMzMTU1JR9+/ZhZmbGmzdvGDVqFJMmTSIrK4vKlSvz+++/M3v2bGJjY1myZAl+fn5ER0djYWHB27dvGTFiBGVlZfTp04f9+/czceJE9PX1GThwIEuWLKFq1apSSPqvv/7i/fv3jBo1is+fP/P8+XNCQkKk9MKXL1+4dOmSdG4fPHhA586d+fTpE5cuXZJQvwcPHmBgYMD8+fOpXLkya9euJSwsTFIwd+zYESsrK8aOHUuFChV4+PAhrVq1IikpiS5duuDl5YWuri4rVqzg9u3bVK9encjISNLT07l9+zatW7fm/v37ODg48PjxY/bs2cOIESO4d+8e1atXp3bt2kRERBAeHs7EiRPZuXMn7dq1o23btvj5+TF48GDWrVtHQUEB3333HU+ePCE0NBQvLy969+7N+/fvadCgATVr1sTb25vw8HCCg4OJiIigXr16zJo1i1GjRnHixAkSExNp0KABHTp0IDU1FVCzivXu3VtqBLVt2xZXV1f27NnDtm3baN++PdWqVaN27dr89ttv/Pnnn3h6enLhwgUGDBhAdHQ0RUVFDBgwgDZt2tC2bVuGDRvGyJEjWb9+vXQGMjIy2LBhA0+fPsXW1hZra2tu3rzJ27dvmTlzJmFhYcTGxkrSEFAHBw0NDZk5cyZXr15l3rx5Eqbs5OQkg8b6+voMHjwYXV1dABkgPHLkCFOmTOHYsWM8e/YMlUoNh3v8+DEuLi68efNGIkosLS0pLS3l1atXHD9+XAsNoBB0vX37FlDPE2lpaVhaWjJz5kwKCwvR19enrKyMwYMH4+Xlxf3790lNTSU9PZ21a9fy/v17ybaoUqlkHa69vT116tSRaBdl/0Ko0UAhISFyXBRCXWP/rXlK0/GZOnUqBQUFki1REev+8uWLpHr/R8G9b7X/lZkfNzc3Nm/eLL+XNwCFUGc/NEkLNLfdu3cvo0ePlhS2yvKlS5dK7P2zZ89kfcqgQYMYNWoUN2/elMcyNzcnKytLHmvz5s1kZmZqQbKU/WrCcoQQzJ49m7S0NHr16iWjSKBmtlJYnTZs2ICFhYX0njWhUprN2dlZPlyPHj1i//79pKWloa+vL9nZlOP6+/tLqtzXr1/L/SkZD82WkJBA165dycnJoW/fvnh4ePDq1SsJA1IclG89bAcOHKBRo0YYGRlRUlJCtWrVAGQGBNTF6vfv39eK3mdlZWFubk716tUpLi7G09OTqVOnMmDAAC3dmYYNG/L8+XP69OlDSkqKZGADuHnzpqRqFUKQmZlJp06d5Lnt3btXbqsUNwKSkU2lUsPD1q1bx5IlS2TRvbJOs7Vs2ZJZs2bx22+/0b59e4yNjbG1tZVsbwAmJiayEHP69OlMnz6dyMhIcnJySEtL48OHD0RGRrJ3715iYmIYP348PXv25Ny5c9StWxchBDdu3MDf35+UlBRu3rxJRESEhD9qMqW9ffsWMzMzXFxciI2NlfdJOZfY2Fhq1KihJeyqDIx6enr8/PPPPHv2DB0dHRm57t+/P9bW1gwePFhmqYYMGcKRI0dk8TKoxd5evHih9TwoMEzNviufFQFktqV8+1b2RdPpL5/1UP6vWbOmfKaHDh0qs4nfelY176lChJCdnU3r1q2/Wn/o0CGGDRsm99O2bVt53F27diHE3/VZ5Z8VZdmkSZO+WqfpsGiKvpa/bvhblFdhwdPT05OFuN8aB8s7QOWvqfzv0tLS+P777xk5ciStW7fm8+fPPHv27L81P/8Pbf78+VpaZMqcpbA/bdu2DVDDWCMjI+U8AOoA3cqVKxk2bBgpKSk4OztjZ2fH4sWLiY+Pp1GjRjL4k5mZib+/PxEREQwYMICYmBi2bNnCoEGDmDlzJo8ePaKgoAA/Pz9evnyJm5sb9erVIzg4mObNm7N161Y+fPjA4sWL6d69O7Vq1WLu3Lno6OhQUFCAr68vw4cPJzY2Vmr0WFhYMGTIEMaPH8/Vq1fR0dFh5MiRDBs2TBpVyjwbFxdH/fr1OX36NA8fPuTx48e8efOGTp06ce7cOZo2bYqvry/W1tY4ODiwceNGDh06RL9+/bC1tWXTpk24ubnx/PlzRo4cSZMmTcjJySE/P5/8/Hz09PT4/vvvpUbZp0+f2L59OzVq1MDR0ZGUlBRiYmK4ffs2GzZsID4+nlatWnH06FGqVKnCxo0bmTlzJqdPn6ZatWrcvHmToqIi0tLSSElJ4ePHjwwYMICEhARcXFx4+PAhISEhNGvWDBsbG3R0dIiMjERPT49evXoRFRVFUVER2dnZDB48mJ07d2JhYcGZM2fYv38/Bw4ckBH9DRs2MG7cOJ48eSKRGs7Ozpw5c4bZs2dLiFpZWRlFRUXMnj2bvLw8goODmTBhAn/88QcLFy6kVatWDBs2jIoVK+Lo6EiPHj3Q09OjtLSUS5cu0a9fPy5evEizZs2YM2cO+vr6GBoa4unpSYsWLWjYsCEnT57Ez8+Po0eP0qhRI1q3bs3Hjx9xdnYmNzcXJycnjh8/jpmZGebm5iQlJcmAYXBwMFlZWRw+fJiGDRuSnZ1Nnz59MDc35+nTp7i7u+Ph4SEJKy5fvkzXrl1xcHDA2NiYo0ePUr9+faytrbG0tCQwMJCMjAzWrl2Lj48PDg4O/PXXX0yePBkPDw8GDhzIzp07KSoq4ty5c6xZs4Z3795Jod8vX74wd+5cMjIyyM/Px9bWlpKSEtq0aUNiYqIc8/bu3Uvjxo2xsLCQArwGBgasXbuWjIwMSkpK2Lp1K/r6+mRnZ/PHH39QpUoVKUfx4sULGjZsSGxsLL/88gujR49GCEG9evV4/fo1UVFReHl5SepzxZ5MSkpiwYIFREdHc+rUKQwMDLhw4QLR0dGkpqbSs2dPSkpKSElJkbB7UI/dd+/epVKlSvz222/Y2tqip6fH0KFDMTAwYMCAAWzdulXC1IQQ7Nixg/T0dAwNDZkzZw67du0iMDBQQvirVasmIXdK8FSBimq2I0eO8Pz5c8zMzLC2tgbUtfFKTfOBAwcYPnw4U6ZMIS4ujvDwcF6+fMmHDx/w8vIiMjISQL6fip0khJDi5so8pcnEpzQhBIcPH2bIkCHY2tqSnp6OkZER1atXRwghpVr+5aYZ0f9P/HTu3FkoDRDqU/77u2bTXP+tv0uXLpXf169fL4QQomrVqmL27NkCENOmTZP70Px8a98rV64UMTEx3zwHIYR49eqVuH37tgDElStXvlpvbm4uAgMDxZIlS4QQQvj6+opt27aJlJQUuZ2Xl5d48+bNN89D+dSrV0/k5uaK/fv3i9zcXNG6dWtRq1YtrWMVFBSIqlWrftUf58+fF4DQ09OTyxo0aCAAoa+vL4/h5uYm/yotOjr6m+ej+VmxYoXcxsLCQmvdnTt3RElJiTA2NhZbtmwRP/zwg6hQoYK4ceOG1nneuHFDPH78WFSqVEn069fvq/sybtw4UblyZQEIAwMD4eXlpbV+2bJlYv78+cLExOSre9WrVy9x6NAheTx/f38hhBCbN28WiYmJcvncuXMFIO7evSs+ffokPn36JIQQok+fPlr9AYhq1aqJypUri0qVKsnfL168WACiT58+8tyWL18uANG9e3etezJ69Oiv+lUIIRYvXiyCg4PldTo4OIhRo0Zp9VVKSooo/740atRIAKJChQpCCCE6duwohBAiNDRUZGdna/1eCCGSk5OFEEKcPXtWBAQEfPNcMjIyRGhoqIiPj//q9//oHdS8/vLrPDw85Pe9e/fK7cPCwr7av9JfgPjll1++OR5YWlrK78r7U75t2bLlm9f2/v17ubz8M1v+vH18fOR9DgsL+4fbKuNKdnb2vzR+/U/v+7f6+Vv7+9Y1f2t/39r/zp075ffAwECxYMEC4e/vL4DL4j9gTvhP/Pyzeery5cvy+48//vjN5+natWtyvOjfv7948OCBCAoKEvv37xdubm5i0aJFYvTo0WLBggWiZs2aAhAtW7YULVq0EDY2NmLXrl2iVq1aomvXruLixYuievXqYsmSJWLZsmXCzMxMJCYmir1794rU1FTh4uIicnJyREREhPj9999Fu3btRFhYmLh48aLYsWOHMDExEbdv3xYzZswQAQEBIiAgQKSlpQl/f3+xbNkyERISIg4cOCD69OkjfHx8REREhADEyJEjxdGjR0XVqlWFq6urMDQ0FMbGxmLy5Mli48aNYuXKlWLjxo1i2rRpYtKkSSIhIUF07dpVCCHEpk2bhJubm3j8+LEAxMmTJ8XgwYNFaGioqFy5snB3dxdHjx4Vbdq0EVOmTBE1atQQ7u7uAhDOzs5i/vz5YuzYsWL+/PkiOjpapKamimXLlokzZ86IPn36CAcHBwGI4cOHix9++EE4ODiIcePGiSVLlohTp04Jc3NzMWPGDNG9e3fh4OAgevbsKX7//XcRFRUlPDw8xNKlS4WXl5eYMGGCCAsLE9euXRODBw8Wr169EmFhYSI8PFy4ubkJLy8vMXLkSNGnTx/h4uIi4uLixC+//CLc3NyEqampmDx5svDx8RHdunUTAwcOFElJSWLJkiXCz89PTJs2TZiYmIjU1FQRHR0tEhISxOzZs8WqVauEEEK0adNG+Pv7i0OHDomlS5eK1atXi/z8fGFvby98fX1FrVq1xPr168XmzZvF5s2bxcuXL4Wnp6e4fPmyOHTokFi2bJno0KGDcHNzk5/MzExhZmYmAgIChIuLi/D09BTm5uayb77//nsxa9YsYWZmJrZt2yacnZ2Ft7e3OHTokGjQoIHo2bOncHBwEOfPnxcBAQFi8eLFQkdHR0yePFnMnTtXeHt7i9OnT4tatWqJS5cuiZCQEDFz5kxx584dERsbK7p27SqmTJkinJ2dxYQJE8TZs2fFjBkzRGFhoQgMDBTr168Xd+7cEVZWVqKwsFBcv35dhISEiEOHDom1a9eKgIAAsXXrVuHi4iIA0a1bNyGEEL/99psIDAwUK1euFE+fPhV2dnZCCCFOnjwpTE1NBSB2794tateuLVJTUwUgTExMhKenpwBEfHy8GDlypNi1a5cYO3asWLBggQDEly9fxIoVK0SFChUEIIKCgkRhYaHQ19eX7/isWbPkOODr66s1Hri4uAghhJg5c6ZIS0sTgIiIiBDGxsbizJkz4vnz53LbpUuXivv374vevXsLAwMD0adPH5GWliY2bdoksrKyhI6OjpgxY4b48ccfhZmZmbCyshI7duzQGlf8/f2Fm5ubSElJEUFBQQIQZmZmYty4cUIIIcaPHy+EEGLBggXC3t5erF+/Xsu2KT+XKP1ctWpVUaNGDXHjxg1hbm7+1Tyya9cu0bhxYwGIbdu2ievXr4uTJ0/+03kqLy9P7kd5ZzU/Tk5OQgghli9fLkxMTETHjh1FQECA8PPz+7fmqf942Nu/04T4G9Oo7lf1X8UbVCifPT09mT59OufOncPPz48FCxZw9epVWbNja2srO6hnz57fjEDPnTtXUsYqOgl79uwhNzcXV1dXatWqRZs2bRBCSBjTy5cvmTx5MiqVSqbYNVtsbCw2NjYyO7FmzRosLCwQQs2vrhxbqRkQQrB48WKaNm3KiBEjiIqKokqVKkRHR2tFjD9+/CjViYUQbN++HSGEZJPTpJJWqFUVccx9+/ZJKJoiqKhSqWT0UrOf//rrLxkZP378ON7e3lIZXCm2V2gvX7x4QbVq1bh37x4mJiYcPXqU3r17azHHqVQqmVHRPI83b96gp6eHSqWiR48e2Nvb8/r1a968eSNhjKdOncLExIT58+fz559/Ym5uLvepfM6cOSP1IjIyMrh79y5JSUm4ubmxcuVKmjdvzWhuvwAAIABJREFUTk5OjtSp2LZtG1WqVJGRGEV3xtTUFGNjY4QQEmKgyYKmwBVTUlIAdeby7du3CCGkIKBKpdbWKU+FXrt2bTp37kyjRo1YuHChvP5169bJVDlAjx49WLVqlWRRUalUmJmZSWhjWVkZrVq1kpDP2bNnS8jdlClT5H1Vojh2dna8efOGzMxMed+VbRS6UYWpD5CwLOW8NbfPz8+nW7duUnxOpVLrc+zfv59Tp04RHh7OkiVLsLa21tLVmjFjBtHR0VrvXnp6ujxObGwsQmjTME+dOlXqVwghvkkLD7Bo0SJUKjVMULOOzt3dXf5W0W7RPL7yV2HZUe6zQrIgxN9wPWVbRT+rdevWX40jhw4d0hq/ND89evTQ+q787lsQPM1WPluk+fd/mgyUbZRxQQghI9r/VkTtv+2rphAdxMXFER0drQUFUf4q7Eq5ubmcOHGCzZs3s2HDBnJzczE2NqZZs2b06tWLSpUqyWhqTk4OKSkpdOzYkaVLl5KYmIixsTHdunUjISEBExMTKleuTNeuXTlw4AAxMTGkp6djY2NDZGQklSpVYv/+/WzYsIEXL16wdOlSioqKGD16NLNnz8bS0lJCTh8+fAioa92aNWvGvXv3cHNzw8nJSY7v3bp1Izo6mg8fPkjSBeWcVqxYwfXr18nLy6NChQqYmZkxa9YsOT+WlZXh7OzMd999J9+/CRMmcPv2bbZv307//v3ZunUrK1eupEWLFmRlZWFoaMibN2/o3LkzQUFBxMTE8Pr1a6ytrQkNDWXbtm3Mnj2b0NBQCYe2t7enbdu2eHp6YmFhgampKYmJiWzatIlx48YREhLC4MGD2bhxI6Wlpaxfv55u3bpRo0YNTp06hZ6eHm3atMHDw4PRo0czbdo01q5dy6lTp2jbti2mpqbMnDmTMWPGUKNGDXbv3o2uri4GBgbMnTuX4cOHU7NmTXx8fLCzs+PgwYOkpKRQWlpKrVq12LlzJ7/88gtxcXFs2rQJa2trCd/18PCguLiYe/fu0aRJE3Jzc1m4cCE//PADzZo1482bN7x48QIDAwOOHz+Ovb09L1++5KeffiIxMZFq1apJAh0TExMmTJhAcHAwoaGh2NracuvWLS5cuEDbtm1p0qQJnz9/xsfHh7KyMjw9PTlw4ADNmzeXdWdKFqpOnTrExsZStWpVcnJyyM3N5YcffqBVq1ZYWVnh7u6Ojo4OMTExPH36lNLSUry9vVm3bh2dO3fmy5cv7Nq1i+joaHbu3EnXrl1xc3MjOzubOnXq4OfnR+/evalVqxYrV66kUaNGBAUFkZWVRWlpKe/fv5dImcePH9OtWzfevXvHzZs3efr0KS1atKBOnTpMmzaNV69e4e/vz8mTJ6lYsSJdu3bF2tqayMhI7OzsMDc3x9HRkaCgIBo3bkxubi6Wlpakp6cTEBCAl5cXf/zxB7du3eL48eO4urqybt06Lly4IG2C0NBQLC0tKSws5NWrVxw9epTo6Gju37/PnTt3WLhwIbVr15bsctevX+fRo0ds2rRJ2pPbt2/n0aNHjBo1ilGjRuHp6UlycrLMKvbq1YubN28SEhLC3bt3uXPnjtTSUphMo6KiaNKkCQMHDmTu3LlMmzaNFy9ecO7cOZm9URhSp0+fzoEDB+jevTvJycmcO3dOshFrEh7FxsaSkJDA1atXKSoqIjIyUtbEXb58WdpUzs7OknZ8xowZlJSUSHFx+MfzlKKBdu/ePfbv348QQrLD3rhxQ9rCCsX8tWvXyMvL06K+/lfaf7zzo1D2acJbNDVqlKZ8Vyisv9Vev34NqNkxQM2us3DhQho0aMCePXsk7Z7CUjVmzBiGDh2KEIJWrVrJwVM5nyFDhhAXFyfrJ5ycnGjatCnbtm3Tgr+sW7cONzc3TExMZNHboEGDAOSgtmTJEj5+/EiTJk0kOYBKpZLMW46Ojrx//x5XV1cJt1OpVFq6Kv7+/pLxB/7WYNGsR6hYsaJkhlL2rVKpcHFxAeDHH38kJyeHkJAQmjdvTs2aNeU27969+8qACg4OlucihJq6WKVSyWMePHiQjh070rdvX1SqvymTx48fj7m5Obq6ulI89siRIxIz2rdvXwDJQT9r1iweP35MrVq1MDAw4MyZM2zZsoWffvqJiRMnykGntLQUHx8fHj9+LAvCIyIi+PLlCykpKTg4ODB69Gh++uknHB0dGTFihBwsp06dSkxMDCqVmu3k8ePHtGzZUtazKBz8QghZB5aYmEh2drbsc29vb6ZPn45KpaYvvnnzpmTlEUJIDSJLS0syMzMZN26cFFcNDw/nyZMnNG3aVKvPr169iru7u9QGsre3l5z8yr2/cOECnp6esrAxLS2NSpUqcezYMezs7CgsLCQnJ0cyxmVlZeHh4cHYsWPZuHGjHHAUh+LDhw80atSIuLg4ycyiNAUOmpGRQWRkJDExMVy4cIHKlSujUqkkIYFyzXXq1OHChQtay86fP4+5uTl9+/YlISFBQmAUNjXlHXZzc2PhwoWSSl4hiwCk7o8y6Cn3WhFkU6n+1tzRfGYTEhIkrbylpSVz586Vx9yzZ4/sZ+UcOnXqpHX9QqgZAzV1pm7evPnVO6s8D5qOl0KBqpyfQqmufJYvXy73k56e/lWtUvlrUbbV3KdSV6TZNJ+Vb7XyDpWdnR2gHiOioqK+qtX6b9Nu35qnlCCUZlMEc/39/WUfazYrKys2bdokt/3jjz8wMjKiefPmREdH8/r1a4n9X7NmDfXq1eP333/HwMCAgIAAYmNjsbW15cqVK6xfv57ly5djbGxM+/btqVChAqNGjWLTpk2cPn2alJQUnj59ypo1a5g/fz45OTmYmpqSnp5Ot27dqFu3LllZWVSqVIk6deowfvx4LC0tKSsrIykpidu3b9O+fXscHBxk7UGzZs0YMGAAPj4+eHp6EhkZibOzM7Vq1SInJ4ePHz9ia2vLrFmzKCsro27duuzdu5fi4mIuX75McHAwb968YcKECRw5cgQjIyNOnjzJnj17CAkJoWnTppSWltK7d29OnjzJgAEDWLRokRQ5rFixIgMHDqRly5Y4ODhw4cIFfv/9d+Lj42XAA9RyD97e3tSuXZtDhw5x8+ZNoqKi2LVrF7/99hsHDhxg7ty53L59m+7du3P27FkuXLjAvn376NChAydPnqRx48Zcu3aNypUr4+vry4wZM7h3756EShkaGmJhYUGnTp1ITU2lYcOGvH37VkJkL126RElJCcbGxuzevVtr7LayssLMzIy2bduSkZFBTEwM4eHh+Pn50bhxY168eMHRo0fR1dUlLy+PevXqcfnyZUaPHo2uri5FRUXMmjWLKVOm4OTkhKOjI25ubrLPmzVrRqtWrdi0aRMmJibk5ORw8OBBgoKCmDt3Lh06dMDAwAAdHR1ycnIwNDTk2rVrzJw5EysrK54+fYqZmRmjR49m06ZNODo6kpqaiqmpKQYGBqSnp3P+/Hl27drFli1b2LNnD+bm5oSFhWFkZMTIkSMZPXq0lDAwNzfHy8uLqKgoNmzYQFFREdWqVaNHjx5kZWXRvHlzxo0bx5QpU+T8vm7dOn744QeqVKnC69ev+fLlCxkZGbRp04aLFy/SuXNn1q1bR05OjpRNsLCw+D/svXk4Vlv/P/7aFYlTGo4hh2igTqkkpI4TTkqSThKpZIjKkBCKSshJkjSIcIRShpJISDplaDCl0Gk+KI8hSUVJSu/vH/dnr+Ouns/n+Xx/vz+e73U967ru677vPay99tprr/E14NKlS8jOzkZeXh6GDx+O3NxcdHd3w8HBAatWrYKIiAh27NiBiooKFBcXY+jQoXB3d4eJiQmGDh2KGzdu4M2bN5g0aRJOnTqFq1evoqamBqdOnUJGRgZKSkqQmJjIzh8+fDjExcXh5+cHFRUVpKam4sGDB8yQnOMEHogA2AQnkUAx99WrVxAREcGUKVNY3eHj44N9+/bBzs4OgwYNgoiICMrKyrBx40aUlpbi8+fPzFNHU1MT3d3dOH/+PNLT05GSkgIZGRm4uLiwCfH58+fDz8+P9Tu2b9/OBt0BAQHgOA5//fUXFBUVwXEcRowYgTt37jBxrNWrV+P48eOQlZXFmzdvWFvB38f169eZzxDfDv3www9wcXFh9V5/ITC+nVJWVmbKcbNnzwYAZn3BH7t582Y8fPgQV69eRXNzMzv+Xwn/TwK5eQ7Jl7Oojx8/hrKy8ldk0/6jy/Xr1yM2NhZEArI7XxHxs00AWGd8zJgxbBYmICAAw4cPx/nz50FEKC4uhqmpKc6dO8dU5ry9vREaGorGxkamW04kIF8PHz6cdYT6D+AGDx4MIgEOlO/AX758GRYWFkKdFU1NTdy9exc9PT1ISkpiMwY8h6f/Pfa/5507d/7TThK/vaamBjY2Nt/sZPU/bv78+V9dBxDITfc/tv/v58+fQ0ZGhvF9fH19GeG0sbGRzezwcba1tSEqKgry8vJC6bazs4OJiYmQ8lxNTQ0KCwsRHByMS5cuwcbGBk+fPoWBgQHmzZuHOXPmwNraGu3t7Vi6dCkbZLi7uyMgIAAzZ85EXV2dkJEr/3wBQedjy5YtuHjxIpvF+TKPHz16xAayAGBgYIClS5cylbWoqCjWmXFzc0NYWBjCwsJYp3fjxo1stWfu3Lno6elhQhHOzs5Yt24diAhLly7FlStX2OBi7ty5OHjwILKyskBE+PnnnzF58mSmWvP999/j7du30NLSYoICO3fuZM9w2LBh2L17N44dOyY088J7Wvn5+UFPTw//+Mc/UFNTI1QeDAwMMGjQIDZI4s13FRQUIC0tjczMTHAcx/wTvv/+e8ybNw+rV6/GyJEj2Qpr/7zMzc3FvXv3mB9P//3BwcFwc3P75qTGiRMncO7cOSFjUX9/fxaHj4+P0HkfPnzAr7/+CiKCtra20L4lS5bg/Pnz7D3sX/4Awew9L7QAgM2GdXV1YerUqQgNDYW2tjaTyudDaGgoAIGLuJSUlNBsPx/4OH18fPD8+XOhbUTEBqcA8ObNGyETvS/j4KXz+W1f3gdf3/BGeP3T0tvbi8GDB7MJoG+97/8J/1qws7MD8HfeWltbIyYmBtHR0XB0dMTo0aMxevRotLa2Ytq0aejp6cGYMWMACDpBwcHBaG1tZf5irq6uKC4uRnZ2Nl68eMFWNIqKitDc3Izy8nJoaGggNzcXr1+/hre3NyoqKthEg6ioKDIzM7FixQro6Ojg6dOn6Ovrg56eHlJSUtDU1ISioiIoKipi586dzMx07dq1WLhwIYgEypnGxsbw9fWFlZUVTp06hejoaGhqamLYsGFwdXXF27dv0dHRgdWrV0NbWxsRERFM8TQrKwuHDh1CY2MjiAhHjhzBvn37MHnyZKSnp+PFixeQk5PDr7/+Cm9vbybJX1xcjLt37+LevXtwcnLC58+foaCgwAxaTU1N8erVKwwfPhweHh5oaWnBqlWrYGtri9GjR6Ovrw9iYmLIyclBUFAQXFxcUFZWhiVLlmDjxo149uwZRo4ciYqKCuzZswfx8fGYMWMGDh8+jKioKBQWFmLQoEFwc3PDsGHDMH/+fFhYWCAqKgpr166FqKgoYmNjIS8vj+rqakybNg2nT5/Gy5cvsXjxYhgZGTFrDH19ffT09GDkyJGoqqqCpKQkfvnlF7i7u6OmpgZJSUkoLi5GcHAwxo0bh/Lycjx8+BCTJk3Cq1ev2OqWubk5REVFoaSkxPiyHz58QF9fHxISEiApKYn29nZ4e3uju7sbJiYmUFNTw/Xr16GgoICysjLo6+sjMTER3t7emD17NoYNG4aEhAQoKyvj6dOnmDBhAi5cuACl/5JZP3ToEBQUFPD582cYGBhAUVERmZmZuHr1KuLi4pCamoply5Zh165dmD59OqZOnQplZWVcuXIFubm5cHNzg4SEBKqqqtDb28uUJDU0NGBoaAgJCQn4+/vj9u3bsLe3x4kTJzBu3Dg0Nzdj7dq1KCsrQ2ZmJnbs2AENDQ34+/tjxIgR6Onpwdu3b3Ht2jW4u7vj6tWrKCgowOXLl+Hh4YF//OMfmDZtGg4dOgQxMTFISEhAU1MTkZGRzDdPREQEI0eOhKysLJYsWQJ9fX0kJSXB3d0djo6O0NbWhoWFBdauXYvGxkZWnu3t7aGhoQEPDw+kp6dj4cKFePfuHSIjI/H582dMnjwZLS0tcHd3h5eXF/r6+vDx40cYGhoylNHOnTuxZs0aNDU14f3799iwYQO8vLxQUFCArKwsbN68GRMmTMD58+fh4uKCpqYm3Llzh3luvX79GjNmzMCRI0dgYmKC3377DRwn8BTz9PRESkoK4wO9fPkS0tLSzCqDD2pqahAREUFWVhbOnDmDtLQ0WFhYCCn1cpwAUfLo0SP4+flBTEwMs2bNYuqyfH8FEHAc165di76+PgwZMgTGxsZIT09n7Qkv8Q6ALSDwx6qqqqKiogLBwcGoqqpiqrJ83ImJibCzs8OBAweYapyysjLz+PyXQv9ZxH/HD/4HvDuP1fzy0/+4L/+vX7/+q3iuXr1KtbW1tH79egJAc+fOpYqKCnZNnisBQIhrwfMC+qetq6tL6Jq1tbXU09NDBgYGX133v0v30qVL2W8PDw+WntDQUEpNTf1v8yUwMJBtO3DgAAF/80m+dfy3Ar8vJyeH4V2JiGJiYv5pPPzvjx8/st8KCgqkqqoqdIyvry+tXLmS9u3bJxRXR0cH+z1lyhT2rMzNzYU4R0QCvpapqSn5+PiwbTIyMgSAZGRkGPcjPz+fHj16JHRPRESenp50//59GjVqFEsrz//iP/r6+hQeHk4+Pj4MC5yRkSEU1+vXr8nY2JiCg4Pp+vXrQvuMjIyE4tPT06OQkBD2v6uri3bu3PlVPvJcsHPnztGZM2fI1NSUpfvo0aP04sULMjc3JxUVFaF8DQ8PJwDk4OAglA7+Ozc3lzw9PYmIaOjQoURE9PnzZwJASkpKJCcnR0TEynVbW5tQGQRA06ZNo6CgIMb5KSkpEXouPBa6f/no/71ixQrq7Oz8qux9610vKSn5ihcFgA4ePEhERGZmZrR9+3ahc7W1tdmx/DMjInYvRETHjh0jIvoqn75MC5GAs0NEVF9f/810fqv++XIfEdHt27dpx44dbPuCBQvY/szMTPoy3L59m1pbWwkAmZiYfJW2trY29p/nFfL58mWeA6CEhAR2ro6OzjfTyweeh/XFc/wP5+f/sp06fPjwV/m+ePFioeMAUHFxMQEgDQ0N8vX1JSKiadOmkampKRUUFNDBgwcpKiqKfH19ieM42rRpE0VERFBNTQ3l5+eTk5MTPX78mFRVVcnLy4syMzPJyMiIXFxc6Ndff6Xi4mK6dOkSmZqaUkJCAk2fPp0KCwtp1KhRFBUVRYmJieTu7k7v3r0jHR0d0tbWpoKCArKwsKAVK1bQmjVraMCAAZSamkqKiooEgDw9PUlRUZHU1dVpx44dFBERQTdu3KBdu3ZRaGgoTZkyhZSUlIiI6PTp06Sjo0MrV66kjx8/UkBAAHV1dZGenh4FBQXRggULyMvLi549e0YpKSmMJ8e3o1euXKGKigp6//493b9/X6iMh4eH086dO2nu3LmUkZFBwcHBRPT3eysvL09ycnLU1NRES5YsIQB0/PhxMjAwoOXLl9O6devIycmJdHR06MqVK6Srq0s7d+4kb29vCgoKopSUFEpPT6eLFy/SsWPHKC0tje7cuUNOTk7k6+tLGRkZ5OXlRVu3bqWrV6/SH3/8QXfu3CEbGxvy9PSknTt30okTJ+jKlStkb29Purq6ZG9vTy4uLtTe3k4HDhyg6OhoevToEQ0ZMoROnDhB6enptGPHDjp69CjZ2dnR8uXLaeXKlYz/tXjxYrK0tCQ3NzcKCgoiPz8/2r59O5mZmVFYWBgVFxeTtLQ0NTQ0UHx8PHl4eFBgYCAdPnyY0tLSSE1NjVpaWljdvnDhQtLT06NNmzbRrl27yMTEhLS1tSkhIYFxjZYuXUpGRkZ09epVCggIoBMnTlBYWBjt27ePPD09KSkpieV/XFwceXl50YYNG0hVVZWIBJyRoKAg1naXlpaShYUFNTc30/jx46m0tJTCw8Npx44ddPHiRbKzs6OkpCTGsV6/fj2rt11cXEhWVpbi4uLI0tKSAAEX09zcnJycnCgwMJDCwsKooKCADh8+THl5eVRVVUWnT58ma2trmjNnDp0+fZpSU1NJS0uLLl++TOrq6kRE5O3tTfHx8bRy5Urq7u6mjo4OqqyspEGDBtGaNWto4MCBRCToHx0+fJhcXV1p3rx5lJSURICAjx0UFESpqans+VtaWpK2tjYZGxuTq6srEREpKSnR9u3bSV9fn9LS0iguLo4AUGlpKe3Zs4devnzJ+jgAqLm5mRobGyk/P5+9G/fu3WP1Bd8/k5GRoTFjxrB8HzlyJCkoKNCAAQPI3NyctLS0WB9g5syZBIBOnTpFkZGRjP+soqJC7u7uNHnyZAJA+/fvJyJBu3zmzBl6+fIlRUZGsjR7eHh8Vf/FxcUREZGBgQHj8QYFBX3VTyYikpSUFOof9edOfaud4vul/zft1L897A0A37h8M/C4Rf4Yc3NzAMKznP1nhQEw6Jm2tjZb8hQVFcXUqVOZs/qPP/7IYF55eXnMA4VIoNYWExOD8+fPCyk+8VCo7777DkQCl2AigbHg4MGDGbaSiJg0Ig8p4qWv+eXKV69e4e7duwzz2NPTg9bWVnAch8ePHzO5VN7VluMECnF8WnJycoSgaGvWrGErDP3zhj+e4zgG0/hyhcjY2Bh79uxh/9evX//Vcfw+3jF++/btbFXNzc0NtbW1iImJYRyM4OBgDBs2jPnNKCsrg+M4tgrk7OyMu3fvIj8/HxzH4eeff0Z8fDy7pre3N/M14BWVOE7gk/TmzRucOHGCGZCVl5cz2B0RQV5eHhzHYdOmTRg7diwzse3r68PBgwfx8uVLxhG6evUqNm/ezGQeAYG/DC9ty3EcU8TJzMzEuHHjWD4sXryY+TTxXKqOjg5MmjSJ5c3QoUOxY8cOcByHw4cPs/vgeUKmpqYICQlhqz4cx+Gnn35CREQElixZgjt37rCyHxQUhN7eXhARW3kEBKa3/OyNkZER863q7OzEyZMnMW7cOAAChammpia20rZy5UqcPXsWRALeGs+ZmzlzJs6dOwcLCwv2bDiOg5KSEnR1dfH582cMGDCApXf58uW4efMmW2lJSkrCsGHD0NvbC1tbWwDA5s2bQSRwp164cCFLu46OjpBfF1/WQkJCEB8fj0GDBqGgoEBov5mZGc6cOYPg4GAGceU4gbExD684ffo0e5b9V0kAMI4On6/88r6SkpJQXdMfB82HHTt2MLltjhOYD/NlOiEhAUFBQfDx8UFSUhLz43FxcWFeJX/99RfLNzU1NXz//fcABOqLX75v0tLSAASrXzwvgzfM7F9n8ufweZ2ZmYmWlhbGHeSP56WzAYFPFx9H/zrjP+Gfh/+unTpx4gQAsLrKy8sLFy5cYCqHRARPT0/WnnV2diI5ORlpaWmYO3cu5s6di6amJgwcOBC5ubkQERFBbm4uJCQk0NfXh99++w337t2DjIwM47GOGTMG9+7dg4GBAfOfiYiIQHNzMzZv3sxWpjMyMvDkyRNERUVh/PjxUFVVhYSEBLy8vGBvb4+cnBwYGRlh8eLF0NTURHV1Nd69e4eGhgbEx8ejq6sLrq6u8Pf3Z7Pa7u7u6O7uxj/+8Q8EBQVh165dUFRUhIWFBRYtWoTg4GAsXLgQL168wNChQ3H16lWEhoZCTU0NpqamGDNmDDZs2IC//vqLtYfLly/H/v37mQT47NmzISoqyowyz549i9jYWFy8eBHr16/H5MmTsWDBAsYDbGxsRFNTE2xsbGBsbIyKigo8efIEhoaGWLFiBcaMGYNffvkFixYtQlZWFpydnbFp0yYMGjSIqd4VFBQgJiYGSUlJiI2NRVpaGvT19dHe3o7ff/8dI0aMQEhICJycnHD06FGkp6fDxMQE2tra+PHHHzFo0CDEx8fjl19+ga2tLVRVVaGgoAAlJSW8efMGlZWVMDU1RW1tLYqLixEZGYkxY8ZAXFwcw4cPx+rVq2FkZAQDAwMYGRlBQUEBS5cuRUZGBvLz86GoqIju7m50dHSgqakJKSkpiImJYb5OsrKyzNsnMzMTTk5OCA0NRU9PD4PbXblyBR8/foSEhATmzp2LkydP4sKFCxg3bhxcXFygqamJnp4exMTE4LfffsPYsWOxc+dONDQ0oKOjA6dPn4alpSWGDx+OxsZGSEtLY/bs2aitrQUAptTJp8nCwgIXL17E6dOnYWZmxviphYWFiImJwbJly9DS0oKSkhLMnTsXs2fPhqWlJSZNmgQ5OTmsWbMGbW1tcHZ2RkhICIKCgvD7779j2LBhaG1tRU1NDezt7XHlyhXs3bsXR48exbVr15gh7ebNmxESEoKff/4Z9+/fx5w5c7Bq1SqoqqoiPj4eCxcuRGBgIERERJCZmYmPHz/i559/hqurKziOw6JFi9hqXl9fH/NtbGtrQ0NDAxoaGsBxHJNzHjJkCOLi4iAtLY2wsDDY2dkx64i4uDjU19fDyckJ2dnZeP78OURFRbFp0yYsXrwYEhIS0NfXR11dHSorK9He3o4nT56gubmZITDs7OzQ1taG1tZWzJw5EytWrMCDBw/wyy+/YPLkyWw1SldXlyE/HB0dYWdnh9WrV6O5uRkBAQHYuXMnHBwcUFpaiqKiIvj6+mLz5s24desW7t27B3NzcxgbG0NFRQWioqIYN24cFixYIARDJxKgaQABcmjjxo0ABO0k308GwGxDEhISsHXrVgCC9rWnp4cpMAPA06dPhdopXpUWELRTPCrsXwn/9oMfnij6ZfhnDQ3fqel/TH/CNh84TsCXGT16NAIDAzF+/Hjs37+fkdKjo6Nx69YGQO2jAAAgAElEQVQt1NXVYcSIEfDx8WEVp5+fHxwdHQEIYHQ8TrM/P0ZOTg5mZmZCg4j+AyUFBQXk5+ezgUROTg6WLVvGIHTDhw+Hnp4eg0CNHTuWeRCFhITgwYMHzG2XL2SOjo7YvHkzzMzMGCyOv/6JEydYYes/4OmfT/1hGlu2bGG/+5/Df/P7pKSkhOLKy8uDvr4+REREsG/fPty7dw/Xrl1jcLdBgwbhyJEjGDt2LM6fP8866zwGFQC+++47RubnB3SioqLgOI5BuHi/Hr5DzaeNxzx//vwZb9++Zcuz/KCM4zgmOevp6Ynjx4+zzinvaDxq1Ch4enoKEc55GU4iAc+Hvz4AnDp1ClZWVlBRUUFbWxsMDAwwYcIE5OTkoKqqinV4OU7AhdqzZw8sLS3BcRw8PT0Zn8XV1RVtbW0YMWIEiP4mvGtrayM0NJQ9/6qqKvz000+wsrLC48ePERcXB47jMH78ePj4+GD69OlssEVEmD9/PpKSktgAsKWlBUePHgXHCbhXvIQ1f/9EArGB5ORkODk5geMEAhdycnIAAHV1dYwcORJz5szB3r17MWnSJACCiokXuOC5WoBATrS1tRUDBgyAt7c3REVFoaGhARERERw/fhwcJ/Cm4jiBT83FixeFuDBHjhwRKnf8PaxduxYAcOHCBaHBipeXF8zNzeHr68u2paSkoLy8HLdv38aBAwcYDOfLiQBAADfkJwJ0dHRYhc1fmz9+8+bNAP72Fnry5AmCgoJw4MABJjV++PBhBi/gB7eHDh3C0KFD2T399NNPLO5Tp06xtISHhzMZzy8nGfrnBQ+r+3IQ1//d5rcTCSCUf/31F4Mz8vt4fDfHccyY9j/hXwv9/Sj6Bz7/eRPgzs5OqKqqYt++fQCEYYn965RHjx7h+fPnsLKywnfffcc8XcTFxTFr1ix0dHRg4cKF0NHRQWdnJ4Oijh07FvPmzUN1dTWePHmC0tJS1t6UlJTA0tIS586dQ0BAAMLDwxEXFwcZGRmYm5sjPj4eBw8exPXr19HR0YEzZ84wo9F79+7h+PHjePHiBeLj4xnvSFJSEiNHjsT79+/x4cMHiIuL4/Hjxzh16hRUVFTw7t071NbWQlRUlHEcFBUVcezYMaipqWHEiBFsgqu+vh7a2tqIjY1FV1cX0tLSsGjRIkhLS6OsrAwRERGQkJBAYmIiyw8fHx/2Lh0/fhx1dXXQ0tJiwjViYmLw9PRkk1IcJxA5aW9vZ5ORdXV1ePnyJTo6OhjxnJ/A8vX1RWtrK/r6+pCTkwN5eXmYmpqiubkZ8vLyaG1txf79+zF58mQ2icVxAvGaQYMG4e7du5CRkUFhYSFOnDiBqKgoODs7o6qqCqNGjQIg4LXu378fDx8+ZEIN2traUFVVhaysLB4+fIjm5maIiopix44dOHz4MBuIKSkpoaSkBNevX0dYWBgWLFiAESNGIDAwEFpaWpg0aRITQmhpacHkyZMhISGB3t5eSEtL4/Tp02hpaWEwseLiYowaNQqSkpKoq6vD8ePHYW1tjR9//BGlpaW4c+cObG1tYWVlBTExMTx//hxpaWl49+4dhg0bBhUVFcycORN5eXnMJ0ZJSQnv379HSEgIlJWVMWTIEGRlZSE/Px8qKio4c+YMysvLGV8tNTUVZmZmsLOzg6amJtatW4esrCzo6emxga6Xlxfy8/OhoaGB0NBQVFdXIyoqClpaWli7di0kJSUxbNgwiIqKQlJSEg4ODpCRkcHbt2/x9u1bSElJIS0tDYmJidi7dy/evn2L5cuXo7e3F4BADGLjxo2YPn06hg0bhrNnz2Lo0KF49eoVFBQU0N7ejsrKSiEPxh9//JH5NgECGJmNjQ0TA1JXV0dqaipcXV1x9epVqKurY+7cuUzMABBwwF+/fo2wsDDY29vj3bt3TDgkJycHb9++RUBAACZOnIixY8ciLi4OZmZmyMzMZD5CT548webNm1FcXAwHBwfo6emhqqoKY8eOhYeHB2JjY6GiooJJkyYxiw++n0kk4OOmp6fj6dOnGDhwIHbv3g0pKSkm8KWhoYGWlhYQESIiIlBaWoqCggLcvXsXGzduxKdPn/DgwQNMmTKFDUh0dXVRX1+P2tpa1j5NmjSJ8YN4Pn7/RQZPT0/Exsbi6NGjjB+pqKgo1E7xbaqJiQkAAaz9Xw3/z3B++jfi/Ud6XwZ+1Egk8Ci5fPmy0Hn9Oy+KioqMjxEaGgpjY2O2usCHkpIS5OTkwNzcHJcuXYKIiAja29tZGjIzM4U0yW1sbJCYmAgADM/J45Td3d3BcRyam5uF0hEaGgp5eXls2LAB6urquHXrFm7dugV5eXns37+fvRh8vKqqqrh58yaUlJSwbds2ltZHjx7h7NmzTD2MFyOwtbWFnp4eU/IKDQ0VykMtLS0kJCSwmWG+8GVkZKChoQGXL19GXl4eAAFRdM+ePawzTyTwXHnw4AE7d+LEidi9ezdev36N4cOHAwCmTZuGgoICzJkzB3l5edi7dy9KS0tZR76kpATh4eEABBwKQMBd4F+Wc+fOsTQbGRnh5MmTbADb/154P6T169cjJiaGqRCJi4sznoqmpiaIBD4UPLcqPj4ez549Q3V1NdP9f/bsGZYvX46zZ88C+HtgraGhgVu3bjFuR21tLUaOHImOjg7IyMhg+PDhuHXrFhYsWMAIeDz3qqqqCqKiolBVVcXLly/R19eHDRs2CJUHnsfV/1koKSkxo1re24X3GOLDsmXLoKSkxCq6LVu2sFURPr6GhgbGa+E72Pw1LCwskJ2d/dV7FRsbi4qKCrYCo6SkJLTasnXrVjx//hyTJ09GSUkJPDw8MHXqVGRmZrJBAo/LnTRpEn744QeYmJhg//79Qs+O/71hwwYAYD4ke/fuhYmJCYYMGfJVBz8uLg5SUlK4ceMGent74eHhARcXF7x//x6bNm1iq3qJiYk4ePAgOy87O5uJmURHRwMQzD5dv34dkyZNYpMKfKeWrzv4wXb/dGtoaAAQ+D49fPgQo0ePxurVqwEAISEhTBWvf/3Di0JUVFRAU1MTq1atQmJiopA3komJCTZv3vyVMSqfno8fP0JERITt4814++fPlxMX/LYvw5fP/MuJkW8d85/wd+Bd2P+ndmrRokVYs2YNW9l9+fIl4+7woby8HFpaWozfWVhYiNzcXNTU1EBbW5t1jIcMGYKZM2dizJgx6OjoQGtrK3744Qe0t7djwIABeP/+PRwcHNDd3Y2mpiZISUkhPj4eoqKimDlzJmbNmoUBAwagsLAQ0dHRuHz5MlRUVKCkpAQzMzNYWVkhLCwMEhISWL9+PetwFRQUQFpaGjk5OXj69CnExMTQ0NCA1NRUjB07Fj///DNu376NkpISzJkzB/v27cOnT58wbdo0iImJ4ZdffkFLSwtcXV3h7OzMVBC3bt2KUaNGYeTIkdDX18eSJUtQWVmJhoYGWFtbw8zMDOrq6lixYgUkJSUxdepUVFRUIDU1FTdv3sTLly9x8eJF/PDDD4iOjoaHhwd8fX2hoaHBhAlWrVqF8ePHY8WKFVBVVUV+fj6cnJyQkJCArq4uaGlpQVNTEzdv3sT58+dha2uLV69eoaurCxEREUwI59GjR4iLi0NjYyO0tLTQ1dXFRCyysrIgKiqKp0+fYvr06bC0tISJiQn8/PwgKioKKysrWFpa4vjx41BWVoapqSlu3boFZ2dnxMbGguM45OfnIy4uDitXrsSjR4+Qn5+P4OBgqKmp4d27d+js7ISYmBjU1NRQUFCAQ4cOISEhAR0dHQgLC8OwYcOQkpKC3NxcVFVVoaSkBGlpaTh79izj+4mIiMDMzAzl5eWIjY1FY2MjqqurUVdXh5SUFAwYMADm5uZscmzMmDEwMDDA2LFjYW9vD1NTU2zYsAGfPn3C1KlT8dtvv+HChQtQVlZGdHQ0xMXF8fbtW0yaNAm1tbVM+UtWVhYzZszAnDlzUFhYiOfPn6O9vR3t7e2IiYlBU1MTIiMj0dbWho6ODuTk5CA3Nxdr165FR0cH7ty5A2traygpKTGTSyMjI8ydOxf3799HQkIC1qxZA3FxcRgYGEBPTw+VlZXYv38/nJ2dUVxcjI6ODhQVFSE/Px/q6up4/Pgx/Pz8cPz4cTx9+hSOjo6wsLCAlJQUQ+DU19cjIiICiYmJGDhwIHx9fdm1jx07hrq6OmzevBlr1qyBsrIyRo0axSaof/75ZwwZMoRN5N2/fx9jxozB58+fsX37dqYWGhoaikmTJsHe3h4NDQ1YsWIFZs2aBR8fH9y/fx8AkJ+fj87OTnh4eMDU1JQNhDU1NdHW1oY5c+bA0NAQpqamePnyJa5du4bQ0FDMmTMHU6ZMgaGhIWJjYzF48GDk5uZi5cqVWLBgARM04OufBQsWoLm5GZ6enoiMjISLiwsqKiqwd+9eSEpK4uHDh5CXl4eMjAx27NgBJycnjBo1CkZGRggODsYPP/yAP//8EydPnsSvv/7K+mD79u2DrKws2tvbYWJiggEDBqC5ufmrdqqurk7I3Lu/Qp2uri6KiopgYWEh5N345MkTKCsr/2uVdv+Z/X/HD49FJMHdUf+A/wFnDfzto8L7nMydO/efHk9EQhrpERER9Pr1azI0NKT29nYiEvjGlJeXEyDgBc2aNYsAgR+GmZkZFRUVsTjLysoIEHBebGxsKCoqipqamkhNTY2IiN6/f092dnbMI4bX8icSYBk/fvwodL88RjIyMlKIG2NhYSGUFzy2VVpamm0bPXo0u6/09HQiEngLjR8/nuUNEdHvv//+Vd4CoN7eXiIiIV+cL59JSEgILViwgP3n9eOJBFjOoKAgofspKioiLS0thudWVFQkImIeFjY2NtTb20s9PT20YMECqq6uZtfj08Ongc/TM2fOMGwwAJYHfLC1taXm5maaO3cu82gxMzOjLVu20LRp0+jx48c0bdo0dn5/nlFycrJQeREVFaXhw4ezPAfAuGE8p4T3onn58iUBoPPnz9Pq1atZnLt37yYZGRkiEngD7Nu3j/bu3UtERHV1ddTY2Ei5ubnU2NgoxBnr/837BvD/5eXl6cOHDwSAVq9eTRYWFkRENGfOHCIiamhoICIBL6w/X4dPMxHRo0ePGHeGvwf+Y2Vl9U38bVpaGuPY8Hh8HR0dMjExIUDgLbB7926ys7Nj3lJ8uHXrFr169YocHR2Ztj8fYmJihHylIiMjCRDmsAAC/f8v6wQ1NTVav349aWtrU21tLQEQip//5vPW39+f+Tjx+/sf+8/qjsjISKH4srKy6Fvhy/QBECpXAQEB7H39Z+d+GY+IiMhX/lj8b6X/4lp8a99/F/8/Sft/OD//H9op/j38Mq8BkIuLCykpKbG6YePGjd8sa+Xl5UREtG/fPtLW1qaqqiravXs3HT9+nNzc3CgxMZFOnz5Nu3btoqioKFq4cCFt3LiRnJycaP78+RQYGEgeHh4UERFBK1euJFNTU/Y+2dvb05YtWyg4OJh529y+fZuSkpJo69attHfvXlJVVaWgoCDGO9i5cyclJSVRcnIylZaW0qVLl1j9GxwczN7b6upq8vT0JEDgBWRpaUm7d++mgwcPkq2trVB9KykpSdnZ2bR//366fPky+fv7k4ODA61cuZIyMjIoLy+PQkJC6P379zRnzhwCBN5nurq6lJSUREREBw4cICJi7QKfl0VFRbRr1y5yc3OjzMxMunHjBnl7e9PFixepqKiIrK2tKSAggOrq6qiyspLy8/MpIiKCnJycSFFRkaKjo8ne3p6IBO3bwoULacuWLZSUlERJSUnk5uZGR48eJV1dXaqtraWkpCSqrKykixcv0syZM8nR0ZHy8/MpLCyMQkNDacKECWRkZES2trZkaWlJaWlplJKSQlu2bKH4+HjauHEjrV69mq5evUoeHh7k5+dHjo6OFBsbSxs2bCB9fX3S0dGhrVu3Mk7wvn37yNDQkKZNm0aNjY1kZWVFNjY2pKamRrt37yYDAwNydHSk5ORkCgkJoStXrpCfnx8ZGhqyvkh4eDh5e3tTWloa1dbWUmBgINnZ2VFRURH5+voyj8K8vDz6/fff6dixY3Tw4EE6duwYbdq0iZ48eUIWFhaUkZFB+vr6dObMGfLy8qI//viD5syZQ3fu3GFcHikpKfL29mZcVBcXF8rNzaW4uDgqKiqigIAAioiIoD/++IP6+vooJCSE7t+/z3yqnJycKCcnh/z8/EhJSYlxeL29vUlHR4eMjY0pMzOTUlNTKS8vj8LCwmj79u2koaFBMTExlJmZSS4uLoz3tH79egoMDKStW7eSjY0N5ebmUn19PV2+fJnx4nx8fMjDw4P1WbKysmjPnj2s7Z44cSIFBweTkZER7d27l6ZMmULS0tKko6PD3gMjIyOSlJQkIgHH0sfHh1xcXCg6OpoAAX9GV1eXioqKGOd306ZNdP78efL396ekpCQqKCggImJ+OkQCLi//+8WLF2RmZkYiIiJ069YtxoNTU1Oj5ORkCg8Ppy9DTU0NAaD58+fTvHnz2Puzb98+AkCGhoYUEBBAP/30E9nZ2dHNmze/Wd9VVVURABo4cCANGTKErKysKDo6mrKyskhLS4vevHlDubm5rO7pfz6RgEulq6tLxcXFQvEvXLiQHVNSUvLV/n+1nfq3h719Gb41+yi4X+H/HMehr68PpaWlICJ8/vwZABhOvj90pK2tjXFnIiMj2fk6OjqQlJREbm4u6urqsGrVKhgZGeHOnTvo6+vD5cuXoampia1bt2LHjh1ISUmBhIQEUlJSYG9vz9TF5OTk4OXlhT179sDa2hq3b98Gxwl8Ztra2hhGlOe9cByHPXv24OzZs2y1Jjk5GY6OjiASrFjwUC2O45h63bFjx0AkkIVeuHAhk+glIiE+kJmZGZYvX45du3bhyZMn6OvrYyteBw4cAMdxTAGFiJCVlcX8d0xMTNjoXExMjMXJcRzu37+P3NxcBAYGYu3atXB2dsaRI0cQFxeH169fM1gA7xE0a9YslJWVgUjAi+Klxt++fYvW1lbY29tDVFQUYmJiiIqKYjyZa9euQVRUlKn6RURE4M6dOxg9ejSioqJgbW3NysSECROgra2N2bNno6enB0OGDIGcnByKiorw8eNH5OXloaOjgy2de3l5obq6Gg4ODvDw8EBtbS2750+fPjEpaI7j8OHDBygqKuLEiRO4ffs2iAQqWhzHYd26dcjNzWXws99++w1EhPr6emhoaCAtLQ1KSkooLi5meNfDhw9DVlYWW7duBcdxGDduHE6fPo0XL15AR0eHSVESCSAefDpSUlKY6hsgkKJ+8OABiATuzrwufnh4ODQ0NGBgYACO4+Dv74+dO3eirKwM/v7+WLt2LXuWysrKzFNn/fr1QhAyMzMz9ruurg5r167F2LFjISsry+A9P/74IzhO4HGTnZ2N3t5ePHjwAIWFhXB1dWXeUhzHISQkBOrq6nBzc0N0dDRb5eM4AQZYR0dHSI3Q2dkZRISxY8eycp2cnMzeI361l+M4/P7774iJiUFZWRlbqesfPx8uX74Md3d3BAYGMudpHjrK32tQUNBXdQe/r79btZ6eHpYsWSJ0LP8hEkjP89cnIiYzf+LECeb/wvsHfQua1x8CBwgU2vj388s6kseb8+fzHKj+998/bXycX6b7P+F/F/rnGf/b09PzK34axwmgjpGRkaivr8epU6cAACIiIjA2NoaBgQHk5OSgqKjIfEJ4qFZsbCw2btyIUaNG4YcffoCWlha6u7tRXl4OaWlpdHZ2Ys2aNZg1axaGDx8ObW1tqKurQ11dHYMGDcLMmTOhoqKCmzdvgoiYcz3vneHl5YV169aho6MDHz58gLy8PI4cOYLvvvsOixcvhomJCTIzM/H8+XPcuHEDxsbGqK6uRk1NDUpLS9Hc3AwnJyeIi4tj69atmDZtGt68eQNNTU38+uuvuHr1KsaPH49hw4bh9evXqK+vx9SpU/HXX3/B398fioqKyMnJgZ2dHX7//XesWLECjx49Qnx8POrq6jBkyBCYm5sjLy8PbW1tWLp0KYqKisBxAtgmX+dZWVnh/v374DgONjY2TAXzzp07yMzMZKvlN2/ehLGxMSwsLGBtbY3Tp0/DxcWFQdDz8vKwbds2VreZmZkxe4utW7ciJiYGU6dORUtLCyIiIlBYWAg/Pz8cOnQIwcHBMDMzYzycp0+foqioCI8fP2YKVyNGjEBhYSE+ffqEgQMH4ty5c1ixYgW8vb1RXV2NT58+4Y8//oChoSHu37+PRYsWQUtLC7q6uujs7MSpU6cYTNbAwACnT5+Gs7MzzM3NISYmhlWrVqGzsxOHDh2ClJQUMjIy2PPS1tZGTEwMk9t+//49hg0bhsbGRoSHh+Ply5cQERHBrl27UFtbCzExMeTm5sLIyAhXrlxBc3Mzent7ce3aNYiJicHBwQFmZmZ4/Pgx/P394eHhgYiICFRXV2Pv3r149uwZJkyYgHfv3qGtrQ3Z2dmwsLCAiIgIJk+ejPPnz6O0tBTbt29Hbm4uHj16hAcPHjDumL+/P1xdXaGmpgYTExN0dXVBUVER1tbWjLowevRouLm5oaWlBe3t7aiqqkJ6ejoGDx6M169fY9SoUcjJyUFoaCimTp2KhoYGJCUl4caNG3j58iWUlJTg6enJEAg3btyAjo4O/vzzT1RVVeHKlSvIyMgAx3F48OABRo4ciVWrVoHjBJYbvr6+yM3Nhbi4OKysrHDt2jX8+uuvkJeXR1dXF4yMjFifb9q0adizZw86OjogKiqKv/76C42NjQz21dPTgzNnzuDw4cMoKytDYGAg7ty5A0dHR2zcuFFIldXT0xPLly8HxwksC16/fo0PHz6wd3jAgAHw8fHBjRs34OHhAQCsP6mpqYlp06aBiDBhwgRcvnyZtQ1eXl6YMmUK5s2bh4CAAFy/fh2fP3/G7NmzWTtRVFSEnJwcEAm49k+fPsWnT5/w/v172NraQk1NDb/++itkZGQwbtw4BmfjuUc8D/a3336DmJgYCgsLsWzZMvT29jLURV5eHp49e4a2tjZs376dcY//t+3Uv/3ghzca5MO3Bjr/7P+AAYLb69/InzlzhmUw/5GSkmKQqOXLlzMT0N7eXnAch6FDh0JLSwsKCgo4d+4ccnJyMH36dIiKiuLIkSNYtWoVnJycICIigs7OTlhaWsLf3x9v374Fx3GoqanB8+fP4eDggDFjxmDt2rWQk5PDlStX8Pz5c5w8eRILFixgYg1EAoM3S0tLuLu7g4iwevVqRhjcuXMnGwgQEYOW8Z1XvqIxMzNjBLDCwkKhJcWzZ8+C4wQmoUeOHEF7ezvCwsKYxHR/8v3ly5cZr8nIyAhEhO+//5554hAJDPoMDQ0xaNAgBAQEYMaMGZg9ezZcXV2xZMkSNlC5f/8+Ro4cyQZPAJjMOC+nyi/7z507l92jt7c3I7DzUKY3b96AiBjPZOvWrfjw4QPLk48fP+L69evM62DIkCHo6elhcsocJyAr8oO46dOns0rDzc0N4eHhqKioYJwca2tr+Pr6MsOta9euQV1dHWvWrIGNjQ3CwsKYpHddXR2MjY3ZdcLDw+Hk5IR3797h5MmTCAkJYeZnJSUlkJOTQ0VFBdasWSNUNj09PWFjY4OGhgYmCnD8+HHY2tpCV1eXHddfgvnSpUuYPn06ezbz589HUFAQFBUVUVlZicePH6OnpwdEAvPc69evY9euXSgrK2Plj+MEwgSPHz9GWFgYgoOD2XvF84CIBHLx8fHxsLW1xc2bN3Ht2jUQCcxZFRUVcfr0aQbPevDgAaSlpTFjxgw8ePAACgoKIBLIn//www+M/M2Xu9jYWOzatQtTpkxBdHS0UOefH0Q7OjqC4wQ+VbzZ6fv379l98B5Nnz9/ZsRLImL8qf6DDx56dPr0aebnwDekHMdhx44dLM/5MGHCBHAcx6Sn+QaAT2N3dzeys7Nha2vLzisrKxN6F3mp+DVr1iAhIQFEfwufEBHmzZsnVLmnp6ezazU0NDBsNRExKCH/n+fI8YM5vrGLjo5mfMP+gx4eMtv/Pr8cKP4nfB2+bKf++OMP9pvPXy0tLcyfP59t48OqVasACLdT4eHhMDQ0hJ+fH5qbm9HQ0AAbGxu4u7ujrq4OcnJyyM/Px+7du/H582esXr0aubm5yM/Px5AhQ9Da2ornz5+jqKgIGRkZuH//PuTl5XH9+nWIiYnh06dPmDx5MiZOnMi82To7O9mEzpAhQxAbGwtVVVW0t7fjw4cPaGpqQkZGBsrLy/Hdd99h9+7dcHZ2RklJCcaNG4fExERUVlais7MT7969w8SJExEUFITk5GQEBgbi7Nmz+OOPP6Curo7AwEDMmjULNTU1kJOTg5OTE5qbm/Hy5UvMmTMH4eHhGD58OFJTU6GkpARnZ2fcu3cPvb29DD734sUL1NXVQUNDA0uXLkVbWxtUVFTQ2NgIeXl5lJWVITExETNmzMDGjRuRl5cHQ0NDSElJwd/fH9euXYOkpCSKi4tx5coVyMrKIjs7G05OTrC2toaIiAgiIyMZ7Dk8PBy1tbWQlpYGkcD0mvddunbtGrKysvDnn3/C1tYWWVlZkJWVRV5eHoyMjBAbG4vRo0djy5YtGD9+PD59+oTIyEhYW1vD1tYWS5YsgZKSEuTk5BAdHY2+vj7Mnj0b27dvh5qaGrKzszFgwADk5OQgLy8Po0ePRlJSEsaPHw8LCwv4+Phg+PDhSE5ORklJCe7du4c//vgDa9aswbNnz5ihpry8PDIyMqCoqAgvLy8YGBjgwoULOHToELZu3Qp1dXX4+vri06dPaGpqwuPHj9Hb2wtTU1M2AWdsbIzS0lImuuTq6orq6moEBQUxWGFcXByePn2K27dv48yZM8wL7vXr1/Dw8ICEhARevHiBqKgocJxAbOnkyZPw8/ODuLg4Vq5ciUWLFjHi/8yZM7bE3jcAACAASURBVNHR0YGQkBC8evUKz58/h7+/P4KDg3H37l10dXXhr7/+QmBgIFpaWqCjo4Pq6mqkpaUhNDQUR44cgampKRQUFPDq1Su0t7cjOjoakpKSmDhxIpqbm2Fubg4rKyu4ubkxaHppaSmUlZXZBFt4eDibkK2ursayZcsYB9vFxQUnT55Ea2sr4uPjMXHiRAwePBhVVVXw9vbGokWLIC8vD0DAa+7r60NPTw+Dj2loaMDZ2Rmtra0YM2YMHBwckJKSgpSUFOTk5LD2ubq6GhMnTsT8+fMxe/ZsNDc348iRI8xnz9jYGDIyMigpKUFlZSW6urqwbt06BAcHs0lTS0tL3LhxA1JSUvjll19w+PBhHDx4EL/88gubPFyzZg3jiZ85cwZr167F3bt34e3tjb179+LSpUtYtGgR6uvrkZKSAldXV+jp6cHY2BiNjY3YtGkTnj17BmVlZRw7dgxpaWnw8/NjdWFdXR04jkNGRgablDM0NISzszP8/Pwwe/ZshISEwMHBAYMHD2YLGQBQUFAAGRkZNtnA16n/m3bq337wA/xrN/Wv3rSbmxtrgL48p7u7m2E2+ZUJIsK7d+9gb2+P0NBQJCYmIisrC3fv3mWz4bt370Z0dDQUFRUZqdzV1ZXNwnR3d+PMmTOor6/H2LFjkZCQgD///BOhoaHIzc2Fra0tZsyYwTr7HMdBXV0d+vr6sLS0xOHDh6Gqqsqcf48fP868VDiOY6tW/IrH0KFD4erqik+fPjEjK550LS4uLtTh4Xk3ycnJ8PT0ZOTTS5cugeM4lJWVwcfHh3VWc3NzER4ejr6+Pjx69Ajl5eVYtmwZbt++jdDQUHh4eODVq1fYtGkTDA0NMX/+fJw8eRJdXV0oKytDU1MTamtrMWPGDJiYmODu3bt48OABxMTEmBkYETGVH56ELysrywZ2HMdBT08P9vb24DgO8vLy8Pb2hqenJzOye/PmDQYNGgQFBQXY2dmxvNm2bRvriPIDLn7WvLy8HBkZGUhNTcXUqVNZvvn7+7OK/vLly/jpp5/AcX8r0I0dOxZmZmbw9vZmlXlCQgIjBXp5ebGylp+fj8rKSoSHhzNFNj09PcTHx8PGxgYAsGnTJvZs+dUHHqPOcQKj2IULF+LTp0/o6urChQsX2MoSx3HQ19dHbm4uioqKIC4ujoKCAhw7dgybNm2CpqYmpKSkMGnSJHCcwKDM09MTABAREYHs7GzMmDEDycnJsLa2xrp165inwdGjRxEeHs4U4PLz89l7VFRUhPT0dJaG6OhoVFZW4rfffkNVVRUAYOLEiTh58iRmzJgBf39/ODg4gOME6oXNzc3M84r/rFu3DosXLwYRsUFOcXExe1/5GTwjIyOUlZUxcndiYiKIBL4NvCnatm3bmLjCxYsX4e/vz8RUXF1dQSRQiePLW2dnJ4iIvc+AQImtsLCQKecREdrb2xlxmd/WPyxYsAAmJiZISEgQIsX3r9N4sinHcczPgOM4tkIXExPD0slxHDPUJBJwwZYsWQIiQkpKChNh4APvp0IkMJsDBOIPTk5OLN7+9aDSfyna8dcoLy9nBrX/Cf994L2RgL9Nmr8M32qnvuVNsW3bNri6umLkyJGQkJBg21VVVXH9+nUcPnwYCQkJ0NfXx4kTJ5CbmwsLCwtMnDgRDx8+xNOnT5GUlITW1laoqqpi27ZtbOU1NzcXZ86cga2tLWpqahAWFoaWlha4uLigubkZ3d3dEBcXx/nz5zFv3jxcvXoV2traKCsrg6SkJL7//nvs2bMHsbGxkJGRgYKCAioqKlBTU4Nhw4ZBTEwMLi4uePbsGVpaWhATE4NVq1Zh5cqVWLZsGQoKChAREYFBgwaxySJnZ2emzpmamoqYmBhYWlqiubkZLS0tiI6OxuvXr/GPf/wDZmZmcHZ2hpSUFIyMjCAlJYVFixZBRUUFXV1d8PPzg6WlJS5duoTPnz/j3bt3WL58OS5dugQfHx88fvwYK1asgI2NDW7cuAEZGRn8+OOPaGxsxOrVq2FpaYkPHz6gs7MTZ8+ehaKiIt68eYM3b97Ay8sL2dnZWLVqFQICAvDu3Tvs2LED27Ztw6xZszB48GAsWLAAfn5+MDc3x5EjR3D79m14eXmxAeuff/6JiRMnwsDAAPX19RAVFUVaWhqmTp0KRUVFXLt2DSoqKlBUVGQTsVOmTMHQoUMxYsQI6OrqoqWlBdra2jhx4gT09fXh4+MDHR0dPHz4EDY2Nvjpp59w4cIFhIaGIj09HatWrUJcXBzKy8tRVVWF+vp6eHl54dmzZ7CyssLhw4ehrKwMMzMzAAI0jL6+PitvGzduxLVr1zBjxgxUVVWho6MDqamp0NPTg5+fH6SkpFBaWorc3FxMnz4denp6GDRoEKSlpfH582fmIZWWloZdu3bB3t4eo0aNgr29PSIiInDo0CGYmpqioaEBNTU1SElJQWZmJi5fvoxVq1bh1q1bqKqqwocPH1BXVwdTU1OGCqioqMCdO3fQ3d0NjuNQVVUFQ0NDaGlpwc3NDX/++Se6u7sRGhqK9vZ2NDc3Y+PGjTAyMmJpPXToEN68eQNAwN00NjbGyZMncf/+fSgqKkJTUxNeXl549eoVBgwYAA8PD9TU1KChoQFbt26FrKwsUlNTsW7dOujo6KC2thYvXryAsbExBg4ciJSUFBgbG+PVq1eM0/vs2TPExcXB398fFy5cwNu3b3Hp0iU8e/YMU6dOxcOHDzFjxgw4Ojqit7cX48aNQ0tLC5SVlTFjxgyEh4fD19cXJ06cQFBQECwtLQEI/A89PDyQlZUFQGC0/eHDB4wYMQKfPn2CtLQ0mpqaMGHCBOjq6uLq1avMJH3v3r1ITU3F7du38eLFCzaBzwuiAIIVtfb2doiJiWHbtm3Yv38/EzABwJQmX79+jZ9//hkJCQnYsGEDZGVlcenSJezfvx96enpsktLU1JRNxhIRoqKiAAhUV319fVk7za94A4C9vT2UlJSYIvPRo0dx9OjRf7muBgChzsa/4wffwFHjG9h0fts/O+5LjkH/43h99Pz8/K/2HTp0iFRVVamrq4v27t1LeXl5bJ+kpCQBoKKiIiIS+K+8e/eOiAQa8bKysqSnp8fie/z4MfvNcyN4voaOjg6L9+jRo8xLJjk5mbZs2UJExHTh+3u+EBFZWloKpXvp0qXEcRzbdu/ePerr6yMA1NDQQOPHjxfKr/fv39PevXu/wqGrqKjQhAkTCABJSEgwrKehoSE7ZsKECVRfX0+6urp04MABKigoIBUVFSIiunnzJpWUlJC0tDT5+PgwTsOLFy8oNzeXxMXFWd4TEenr67N4PT096dmzZxQQEMC28f5KRALvlf5pBSDE1eCv5+fnR4CAbwJAyA+AP//GjRtC+Td37lwWDwDGA8vOzhZ63nwcx48fJ0dHR4b/7R8Xf8yNGzcoOzubjI2NKSsri+2/c+cOO6e4uJh0dHSYf0v/UFlZSVu2bKEXL16QuLg43b59m37//XcWT3+eEgCaN28eycnJkYaGBjuG19gHwLDJly5dovLyclaWDx48SACI4zhycHAgAJSXl0eAwAPC2NiYpKSkCAA5OTkxHkN3dzfL68LCQqqvr6eMjAx2ff7TnxPXn3+noaFBDg4OLD7+mEuXLlFkZCQZGRkJ5Ssf+Hej/zVMTU0pPj6elU8AdPToUaHjvv/+e8Y16B86OzuJiBi/jD8WAMXHxwtdk4gYZpkP/cswn0f8//T0dAJAubm5JCoqKlRWtLW16fXr1189dyKi1tZW9rt/PcFfly/b/H99fX0qKyv7Kp7+7/iOHTuE8qx/Ofkyn/uV5f9wfv5/aKd4rx8+8OWroaGBrKysvjr+wYMHRCTgaBIJPIOI/q6nPn78SLt376Z169bRqVOnKCgoiA4dOkREgjZn9erV9NNPP1FkZCQVFxfTnj17KDk5mUpKSmjHjh1kbW1NLi4uNGvWLCovL6djx46RsbExEQnaRlVVVfL09KQHDx6Qk5MTXblyhTIzM2nPnj104MABKioqorCwMPLz86O0tDTy9fWlyspKcnd3pytXrlBdXR3l5+eTp6cnvXr1ikxMTOj8+fPk7u5OK1asoPT0dFJVVaW4uDhKTU2l6dOnU0JCAtnZ2ZGEhARJSkqShYUFJScnU1BQEA0cOJDl38iRI8ne3p7s7Ozo/1D35uFYbv378Hk1KCQ0oEFJKimSVCqibS6RUtgSKmzJtJvMY2gSUkl2KSpDhJQhoahoIFIpTUoD2ZWSBg2f9497X2vT3vt9nud9f8fv+3zXcdzHfd3XtaZ7rXWt8XOe54IFC8ja2prc3NwoODiY3NzcqLGxkaSlpcnBwYEOHjxIrq6uFB4eTnFxcbRq1SrKysqi+Ph42rNnD9na2lJAQACpqakx/ZrY2FiytramwMBAys/Pp6ysLHJ1daWMjAzS19cnf39/SkpKouDgYOrs7CRzc3Py8vKi8+fPU35+Pnl7e5OOjg5lZGQQINCNS01NpezsbMrIyKCAgAAyMTGhoKAg0tXVpVWrVrH+ed26dSQhIUHy8vJ08uRJ2rt3LxERTZ48mfLy8sjFxYXOnDlDr169Ik1NTdqxYwdNmzaNYmJiSFFRsQcOUUNDg7Zt20be3t5kb29P6enpdO7cOVJVVWX9krCwMO3du5diY2PJw8ODoqOjieM4+vr1KyUkJND9+/dZf+zi4kLJyclUW1tLGRkZVFJSQnl5ebRv3z4KCAig5ORksra2poSEBNqyZQtNmjSJqqurydHRkQwMDEhWVpbh0ezs7MjZ2ZnU1dWZPtDx48dJU1OTQkNDqbS0lOLi4mjfvn1kY2ND6urqFB4eTgsWLCBLS0vatGkTGRkZUWxsLImJiZG7uzt5eHiQra0tycnJMXxORUUFHTt2jIKCgsjAwIDi4uLo4MGDtHPnTnJ2diYLCwuaM2cO6ejo0J49e8jc3Jz69OlDLi4upKioSDk5OeTs7EybNm1iejajRo0iQID5jYiIIHd3d/r69SsZGBiwPriuro4CAgKosbGRtQFAgOnZunUrGRoakoODAwGgyMhIOn/+PBtjbW1tacOGDSQqKspwnS0tLXT06FE6f/487d+/n8aPH09z584lW1tb1nYuXbpE/v7+9Pvvv9ONGzcoNjaWNDU1KSMjg96+fUuurq5UXl5ORkZGNHjw4B46QrxWYGxsLFlZWVF1dTVlZWURAPrll18oJSWFXr16RUREt2/fZn3V4cOH6eXLl1RSUkIuLi5UVVXF4mxqaqJVq1b1wCatXbuWjcu8a25uprCwMJoyZQoBoMDAwB7jlLOzMwt/9erVHv3owIED6dy5c//2OPXvduwHAbwEcLPbvUEAigHc++Nb8o/7HIBdAO4DuAFArVsYuz/83wNg9++krayszAqw+4DA/+aJCLoXUPfPj/67xyEsLPwvw+zbt4/i4+PZJIp/xotZEgkm+aNHjyZxcXGKjo6m6Ohoam5u7pFvd3f3Hmm7uroSETERt+6TQh6YLSkpyUDqXl5ejBBh3rx5FBUVxfwnJCSQmZkZ5efn040bN4hIMNHl0xYSEqJp06axtI8fP94DyP9j+XS/Tk1NpaKiIiotLaXIyEiKioqikydP/m191NfXU2hoKJvc5+XlkaqqKgEgJSUlRm7wY9glS5b0KFsiQYcxaNAg5r+trY2IBC9bdnY2bdiwgYj+BPETCYCeYWFhrJPQ1dWl/fv3E5GAWICPX11dnU2mR40axYRy+bJNSkqiDRs2EIAewHU9PT0KDQ0lbW1t5v9HAoONGzcysHr3/6mrq/uXtoU/Jvf89S+//ELNzc20evVqMjQ0pMTERBIXF++xgJCVlSUXFxeKiIjoIeZJJOgUeVIJvuPh8+/i4kIHDhxgfnlhPkAATLx69So9ePCATbQ6Ozvp+/fv9PHjRwZG5MOeOXOGgR/5++Li4qxD/NGlpqbSiBEjiIiob9++f3nOx8MLqKmrqzNxzx/LjH+v1NXVmcArDyDlHe+HiJho69+1O34QAv4UUyMSbC7wC5HuC48f2ygRMbHhkpISIvpzgvpPjk/v4cOHf4mTHxD/rj/6uzi6t03eX0JCArv+d+L6u//Fk5P8TZ/4X734+Z8cp+T+IJb4p3GKB+L/WB/8uPL27VvWF/5YN1ZWVqyPBATkLkOHDqXbt2+ze1u2bKHIyEhycHAgdXV1tmERHx9PBQUFlJubS/Hx8WRnZ0c2NjYUHh7OiBKuXbtGU6ZMofz8fPLx8aGTJ0+ytPnNqQMHDtCkSZNoz549pKSkRMbGxpSYmEgmJiZkY2NDLi4uVFdXR35+fhQWFkZ5eXnk6urK2tHAgQNpy5Yt5OnpSbGxsZSYmEgnT56kiIgImjlzJpWWlpKlpSU5OTlRWVkZmZub086dO2njxo309etXIhL0zWZmZvTo0SO6c+dOj7LesWMH7dq1i+Li4ig0NJTCwsIoJiaG1NXVKS8vj86ePUumpqYs38HBwRQTE0MmJiYUGxtLjo6OZGxsTKtWrSJnZ2cyMTEhRUVFKi4upurqajI2NiYvLy9aunQpnTx5kkaOHEknTpyg/fv3k42NDZmbm9PMmTMpJSWFzpw5Q7/99htFR0eTv78/PXnyhG2CFBUVUVhYGIWEhFBiYiLl5ubS2rVracuWLVRWVkYhISF07949UlNTI2dnZ3Jzc6OXL18ywiSO46i+vp5cXV1p27Zt5O/vzxY8586dIyLBpDI4OJhtEDY3N1NMTAytW7eOHj58SO/evWOL3pKSEjIwMKDnz59Tfn4+rV27lgYOHEhZWVmkrq5OJiYmZGxsTHFxcaSgoEDa2trk7e1Nhw8fpo0bN5Kbmxtt3bqVrK2tydnZmRYtWkSzZ88mOzs78vb2ptDQUPrll1/o/PnzNG/ePPr69SslJydTSEgI1dfX0759++j48eMUExNDBQUF5O3tTVu3biUdHR2qq6sjb29vCgwMpNmzZ1NCQgLt27ePDh48SAcOHKCSkhI6duxYD5IIfiHX3t5OcXFxFBYWxggXAMFmc0pKCj148IBKSkqooqKC6urqqLCwkKKioliZWFpaUmtrK7W3tzOCqHnz5lFxcTGFhYVRRUUFOTs7U3JyMg0YMIAUFRWpurqalixZQsLCwnTo0CE6ceIEOTs7s4WNn58f6enp0fHjx4mImJ/v37/TihUrqKysjCZMmECAQEi9rq6O9PT0yNXVlc1bfHx82Oazl5cXHT16lOrr6yk5OZkRZJmamlJ1dTWZmZnRmTNnKDc3l6Kiosjc3JxtgAYFBdGDBw/o4sWL9OrVK2psbKTy8nKqq6ujzMxMUlVVJUNDQ0pKSqKPHz/2GCNUVFTIz8+Pjb/8p6amhoiIvn37RkSCTXjgT0Hy0tJS6t+/P507d462bNnCCKf8/PwYyVXfvn3/cZySkpJiJApNTU1kbW1NISEhBIBGjhz5H49T/67Z2yEARj/c8wZQQkTjAJT88RsAjAGM++PjBCAeADiOGwQgCMBMADMABHEcJ/mvEub1Xf4YlP5iNrBu3bq/NSXg/QMCbvC/C//x40eoqKj0OC4j+hOcTiQwt4mKisLWrVtB9KctfXdtjlWrVuHEiRNob2/H27dvISwsjKqqKrS2tqK5uRk1NTVIT09nwLD79+9j9+7d6N+/PwoLC1FXV8fy2NDQADk5OYiKiqK4uJgBqX/66Sf2X0tLSxm2hYjg7OyM9vZ2LF68GCoqKti5cycuXryIpUuXory8HJ8/f2bH5ra2trCwsGCCqfz/4fE7/G+OE9D6ysjIQE5ODsOGDYO3tzfWrVuHYcOGgYgwdepUeHl54cmTJyASmNuNGDGCkUYsXLgQ169fR2VlJZqamqCvr8/yvH37dnR1dSE7Oxv37t1DTU0NM4HgOAFV9evXr9HU1AQiAYmDnp4e0tLSsGjRImzbtg1r1qzBxYsXwXEcpKSksH79ejx8+JDFMWjQIDg6OoLjOEhLS4PjOFy8eBHh4eEMYFdVVQUtLS0UFhYywVEpKSkG6jM1NWXlIiMjg4CAAJw7dw7t7e2Cxm5sjPz8fEhISIDjBDTiL168YNgp/ij62bNnICJcuXKFlcGnT59gYGCA5uZm+Pv7w8DAACNHjsTt27cZBWt7eztSUlJQX18PV1dX/PTTT4wgwNPTk+FYAIFJHf9/efNF3pZ87969qK2txYwZM8BxAiKC1atXg4igpqYGdXV1JCQkMHM4HiNw7NgxpnNjaGgIAExLiX+nIiMjMWDAAJSUlIDjBBTrU6dOBcdxWLlyJZ49e4Znz55BVVWVCaBt3rwZERERrL2VlpYyfY1r165BT08PRITIyEhGUkJEDIh97do1PHv2DOfOnWM4l3v37iE/Px/u7u7s3eTpVYkEmgTAn5orPN03INDjaW9vZ7SmvAmOtLQ0o86cN28ehgwZAiJCc3Mzpk2bhpcvX4KIkJiYCEBAqMKbjgHAzZs3cenSJUybNg1TpkxBTEwMYmJimO4In08bGxsMHDiQ0VoT/Yll40V5u/dfRAQlJaUefd7Tp08ZTbiBgQGio6OZQBzf5gCBLtKVK1d69Hnd6bR5chIiYpjD/yXuEP6HxikREREsXrz4H8epGzdu/O04xQsnDxw4EHZ2dgx/xptrLlq0CBcvXoSkpCQTSK2trcWZM2dw/PhxvHr1CjU1NThy5AgaGxuhoqKC48ePM2zm2bNn8f37dwQFBeHatWuYPXs2vL298eXLF/Tu3RuvXr3C7du38euvv6K5uRlPnz5Ffn4+xowZg4MHD2LmzJmwsrJCS0sLPD09ISoqitDQUFhYWGDAgAEQExPD3LlzMWrUKLi4uEBKSgqmpqbw8fGBrq4uiIjhMSorK/H582dUVlbC0dERdXV1aGtrw+zZs9HQ0MAomvfv34+xY8dCS0sLnz59Qp8+fTB27FhERERAU1MTEyZMgLu7OyMO+uWXXyAsLAxRUVGIiIhg+vTpqKmpgbCwMGJjY3Hy5EmUlJRgyZIl2Lp1K/r27QthYWHcv38f7u7uSEpKwsKFC2FmZobOzk5IS0vDzc0Nly5dQlVVFe7duwcDAwN0dHRAX18fFy5cQHNzM7y9vVFdXY22tjaYmZnB19cXNTU1yM3NZbijmTNnYu/evTAxMYGMjAxSUlIwZcoUdHZ2AhCYN/bt2xeLFy/Gnj170L9/fyxfvhyOjo6YPHkypk+fDktLS+jq6mL//v2MPEFRURH9+vWDlJQUFi5ciClTpkBfXx+ioqLo378/Nm7cCAMDAxw9ehS9evXCsGHD0NLSAj8/P5iYmODOnTt49uwZDh8+jDVr1mD79u2YNm0aOjs78ezZM7S1tWHHjh3Iy8uDnZ0d4uPjERAQAG1tbUhLS2PFihV49+4d4uLiUF1djaVLl2LGjBkwMTGBtrY2pKSkoKysDAkJCYwbNw7Xr1/H58+f0bt3b7S2tmLMmDFMQ2nHjh2Ql5dHWloapk+fjvb2dkyYMAHe3t4wNzfHmDFjsH37duzduxeWlpZ4+PAhsrOzsWPHDnR0dOD06dOMQGHJkiVwc3ODuLg4Ll26hL59+2Ljxo2YNGkSQkND0bdvX7S1tWHlypW4cOECkpOT4efnh5KSEnz48AGXLl1ikgE2NjaIjY3FrVu3oK2tjWPHjuHOnTv48OEDIiIi0NjYiPLycnR0dODnn39GdHQ0srKycOHCBbx9+xbV1dU4deoUwxnzY3hHRwd27drFiLPExcXh5eUFRUVF5OTkICIiAubm5qiqqsL79+8Z1uX58+e4du0aVqxYgd9++w2ampqoqamBsrIyxowZAycnJwACOZKdO3ciLCwML168wOnTp/H582fEx8fj4cOHKC8vR79+/RAaGornz59j0KBBKC8vx61bt7B7924UFhZi6dKlmDt3LsLDw7F48WIAgrFt3bp1mDRpEiQkJNDY2NhjjIiJicHixYvR2trKyIWIiOkk8Rjvx48fIyMjA4sWLYKbmxvCw8Ph5uYGQCDmnZeXB0AwJvOm2QDQ2trKTOLk5ORw7NgxJiHCY6X/E8f9uwE4jpMDcIqIJv/x+y4AHSJ6wXHcMADniGgCx3EJf1yndvfHf4jI+Y/7Pfz9k1NXVydeq6X7wP/jgqj7vX/65v12j+PH6x8dEaG1tRXr1q1jAoQ8Jubs2bNobGzEmDFjEB0dDQcHBzx48ADl5eWQl5dn9ol8urwd9U8//YTk5GT4+/tDWloaOjo62LFjB4gIWVlZsLCwABHh5s2bmDx5Mu7cucPwAnv37sWePXtw69YtHDx4EKGhobCzs4O6ujqEhIRQUFAADQ0NWFpasnT79OkDdXV1VFZWIjAwEGFhYX8pj+/fv7Prvn37MrYpQNDQvn//zhY5tbW1jEmO4zj06tWLsem5urpi9+7d4DgOt27dgpKSEpydnf8WXxAaGgoVFRVcv34dhw8fZoJb3ets3LhxuH//Pl6/fo1Bgwbh4sWLMDY2xrt373rUka+vL5sc8PfMzc2Rk5PD7lVXV0NNTQ1fv35FZmYmFBQUsGfPHtaZWVpaorq6Gnp6eqiuroaRkRFSUwXN8+LFi/D19cXZs2eho6MDe3t7ODo6srQCAwPRq1cvhISE4MCBA7hz5w6+fPmCnJwcNDU1wdjYGLdu3cK6deuwfv16fPnyBSEhIUwkTUxMDKKiomhpaYGCggKbFPHlpaGhgZiYGLx9+xYGBgbw8fGBu7s7hg8fzsrL1NQUubm5UFBQwL59+xhmpFevXvj27RtCQ0MZ28yQIUMwcOBAbN++Hfb29myT4fLlyxg+fDhkZWURGBiIkydPQlJSEmVlZTA3N4evry8GDhyI27dvY+bMmRgyZAjOnj0LY2NjSElJwdDQkGHB+LK5fv061NTUYGdnhzt37jCGv+7vxurVq/HixQuIiYkhLS2thw4Pj3vR0tLCxIkTkZ6ezto3r6TeSXnBCAAAIABJREFU0tICZWVlzJo1C0VFRUzsbP/+/UxwsHub7p7+gwcP4OzszMDYPEap+8KIX1Dx7bF7G/3pp59QWloKjuOwceNGJjpaV1eHKVOm9HjXurq60Lt3b9TV1eHjx48M08W7kpIS6OnpobvT1NTEhQsXYGVlxdoj72bNmsUGR44TiFkeOXIE2traPd6FuLg4ZGVlMUzRxIkT4eTkxAgQuveVP7oNGzbwopzVRKT+Fw//Re6/fZyqra2Fqqrq/+s41draChkZmR5x/HhtZGSElpYWfPjwAY2NjcjLy0N7eztqa2tx8eJFZGdnY9iwYYiLi0Nrayvev38PUVFRpKWlYfHixXj//j3u3buHkSNHoqSkBKKioujo6MDs2bPRu3dvzJkzB/Ly8rh9+zZj95KSksKVK1fg5OSEJ0+eIDw8HM3NzTh27BgGDx6M169fIyUlBRISEpg5cybu37+P+vp6WFhY4Pbt2xg9ejQGDRrEdD2GDBkCfX19dHV1YdmyZVBXV8egQYOwaNEiVFZWMqzM7NmzYW5ujry8PGRkZEBLSwuPHj1CTEwM0tPTYWBggAEDBkBcXBzfv39Hc3MzkpOTUVBQgG3btqGyshIODg4QFhZGc3MzJCQkMHXqVJibmyMyMhILFizAoEGDcPnyZairq2PhwoXQ0NBA7969MWTIEMyaNQsSEhJ48+YNmpqa0NnZiezsbBQXF+OXX35Beno6YmNj2fgaHx8PGxsblJeX4927d2hqakJbWxuSk5Nx8eJF7N69G/369YOQkBAaGhrg5+eHmJgYqKmpQV5eHgYGBlBRUcHjx4/x9OlTDBgwAPfv32daSfxm4rhx4/D69WsMHz6cCckuWLAAN27cgI6ODsrKyjBmzBhs2rQJenp6WLduHcPvZWVlwdbWFh0dHfj27RueP3+O6upqzJs3D2/fvsWECRNQV1eHrKwsBAQEME2fMWPGoHfv3mzTkBe85Td/ZGRkoKqqii9fvmD06NG4evUqxo0bhy1btiA9PZ0tMh0cHBATE4Np06ZBT08PPj4+6Nu3L7y8vHDmzBmMGDEC/fv3R2ZmJkRERDBlyhTIycnB0tISWlpaWL58OYSFhZGdnY0pU6YwEdi0tDTY2tpi4sSJ6Nu3L96+fYvBgwejX79+aG1txfjx43HkyBHIyMigo6ODkQ7V1dXh3LlzKCgogIKCAt69e4eXL19i9erV6OrqgoSEBMzNzeHk5IRPnz6hd+/euHPnDpsjJCQkwM3NDfPnz8fQoUMxffp0FBcXw8nJCWVlZbh06RK0tbXR1taGoqIiDB48GC0tLUhPT8fvv/+OAwcOYNu2bdDT04OHhwfmzJkDIyMjxMfHQ0JCAn369EFmZiauXbuGvLw8GBoa4tSpU1BVVUV+fj66uroQFRUFNzc3FBYWIj8/H+Xl5cjOzsaKFSsQFBSEM2fOQF9fH76+vrCwsEBtbS169eqFhQsXIiQkBElJSRg5ciTs7OzYRnt7ezsT+E1KSkJTUxNERUVRUlICLy8viIuLQ0VFBWVlZXBxcUFFRQX09fWxc+dOPHnyBDU1NRg/fjxbyOTl5cHNzQ1z586FhoYG1qxZw/pQfrOzubkZQUFBkJaWxsqVKyEvL48FCxZg6tSpWLx4MWPYAwSbfDyTnZ6eHqKiovDx48d/b5z6d46H/ui85dDTnKC92zXH/wZwCoBmt2clANQBrAfg3+1+AID1/yrdH/UT/um6+/eP7scwcnJy7Jo3B+vuHj16xK43bNhAa9eupRcvXvSI60czOP6b5/kHQKGhoSweQ0NDZrLAp93Q0EAiIiKUkpJCTU1NzBSHj4vHCwECbZP169cTEZGlpSVZW1sTAMrKyqKCgoIemkBOTk4s3I4dO5h9Kp/P2tpaWrBgQY8yLCsrIwA9eN1lZGSISKCD8+bNGyKiHnpBf1feb968oREjRlBmZiZ9+vSJhg8fTh8/fqQZM2YwkyBeg4EPHxcX18NUSUpKij3n7/Nc7t3NkHgHgJmAdb/3o+NxVr///nsPnATv98mTJ0Qk0AqSl5fvoXsTFxfHTKP4j6KiIjOPc3R0ZPUdGBhIVVVVdP/+fRb+06dPLF98++Lj4TWA3NzcSFdXl+zs7AgADR06lD58+EB5eXm0bNkyVv+AADcwduxYIiKSkZFh/8Hf35+IiJmbEP1Ztzx+avv27TRhwgQSFham9vZ2am9vZ2UuKyvLsE3x8fF05swZ+vDhQ486d3BwIE1NTaYnwL8bfNvV19dn5neAgOefSGAi1tLSwmyK+/fvz9oo/jABWrt2LSt3QGAD3b2sAPQwAyQimjlzJhH1xE/xzyMjI0lOTo4ePXrUI0xtbS1Ln4iYbhavHyUqKkrGxsY90uVtqokEmlvdw/Np8uam3bF+3f2YmZkRADIzMyN5eXm6fv06PXnyhGxtbSkkJISGDh3aQ5+roqKCqqurycPDo0d8PDYEEJg8dc8D74KCgmjSpEk97vNp86a1AKijo4MKCwv/UnY/9pv4Lzd7o/8F49SP5lpExEyofwzD9wN8//KjO3ToEKs3f39/8vHxoZSUFHrz5g2rd3t7exo/fjxdvnyZ5OTkqLGxkQwNDcnHx4e2bNlC8+bNo+DgYHr27BkRCUymFi1aRI6OjrRgwQKaN28eHThwgCwtLWnHjh1MB8bFxYXevXvHMBFqampkYWFBkZGR5O/vTzdu3CAvLy/y8vIiNTU1io6Opl27dlFGRgbTitu0aRPJycmRubk5hYWFkZ+fH+Xn55OSkhI9ePCAEhMTyc3NjQCBtkhbWxvt2bOHjIyMyNXVlZmML1++nPLy8sjT05OOHj1Kubm5tHz5cpKTk2NY16qqKqqqqqKXL1/SiRMn6OjRo2Rra0vR0dGUlpZGtra2lJaWRk5OThQUFETFxcUUHh5O2dnZzIwwIiKCDh8+TBUVFdTY2Eg2NjZ09+5dmjx5MiUnJxMRMVxOSkoKNTc309WrVyk7O5s+ffpESkpK5OzsTDdu3KD6+nqqqamhefPmsTHu7du39ObNG/Lx8aHBgwdTSkoKOTg4kJ6eHhkbG5OOjg6dPHmSDh8+TPX19bRz506yt7enbdu20aNHj+j06dMUGRlJPj4+NHbsWDI2Nqa+ffuSg4MD+fv7k7m5OW3cuJGCg4PpxIkTFBQURPv27aOkpCS6ePEi5efnU3p6OrW0tJCUlBQdOnSI3r17R8bGxqSoqEhHjx4lFRUV8vHxIVdXVzb22djYUFpaGsXGxpKXlxf5+fkx/KqLiwvZ29sTETF9uKysLAoMDKSCggIKCQmhefPmUWlpKdObCg4OpszMTAoLCyMHBweytLSkY8eO0bFjx2j58uXU2NhIK1asoNjYWNLT06MtW7ZQXFwcpaWlkZycHH39+pUAgc7PL7/8QtbW1qSjo0MpKSlUUFBALi4ulJubS66urhQSEkKZmZk0YsQIWrp0KbW3t1NUVBSlpKRQWFgYDR48mCwtLcnIyIjCwsLI0NCQ7O3tycfHh7Zt28bG7tDQUCosLKQlS5ZQ//79SVFRkZycnEhVVZWMjIyopaWFnJ2diehPLcV79+6RqqoqaWhoUGhoKNnZ2dGhQ4dIV1eXzM3Nqbi4mBITE5l+XWZmJh09epRaW1spPT2dTp8+TVZWVj3eEQC0fv16GjlyJOXn51NqaipZWlqSpqYm3b17l3JycggQaHBZWFiQi4sLycrKUnNzMykqKhIRUU5ODnl4eJCxsTF5eHiQvb09JSYm0uHDh2n9+vUUHBxMNjY2ZGNjQ9OmTSMFBQWKj4+n/fv3k4+PDy1YsICys7PJ3Nyc1q1bR5mZmaSurt5jPszrIZaXl1NQUBAzrRcVFWV9oIeHB/3222+sD0xNTWVme937SQBM1/A/Gaf+j7C9dcvI/xHHcZwTx3HXOI67xlO+/tPJzA/5+Jf3FRQUmClVTEwMPn/+3CPuyspKyMnJQU5ODhzHobKyEhMnTsSYMWN67NB1N9HqHr+5uTl++eUXxjrDm0wVFhaCSEDrW1RUhObmZuzatQuLFy+Gra0t5OTkQEQ4f/48VqxYAW9vb0hKSoJIQHs7f/587NixAxwn0BcwMjJCc3MzwsPD2a5JRUUFAMFuN+/WrVuH6OhoGBgYIDY2FhzHwc/PrwelMscJGMKIqAev+4sXL8BxHJYtWwZJSUnMnz+fMZh1Lwv+s2jRIkhKSmL16tWQlZVFcnIyJkyYwOiKw8LCYGFhga9fv4LjOLx69Qr6+vp49+4dlJSUWDyHDh1Cfn4+K1eO4zB37lxkZ2cz1jeO+1PLgYhQWVkJjuOwfPnyv2g58Scg/I7rkCFD0NDQ0ONF4DgOGRkZzLzN3t4ekpKS4DiBvk9WVhZiY2Nx+/ZtFqahoQHbtm2DmZkZEhMTWfmHhITA3t6eaddwHIf+/fuz9nTkyBF4e3sjMjISRMROQrZs2QIhISHGVlZfX4+TJ09i4cKFqKurw6tXr8BxHDw9PbFw4ULGlsZTPXIchzdv3sDAwAATJkxg2hb8iRqvEaKrqwslJSV2PC0hIYGXL18ylij+xEVYWBi5ublwcnLq0cb5HZ7jx48DAKsT/vTjzJkz8Pf3ByA4seLpPU+fPs3oWKurqxnDS21tLYgE6tYeHh5YuXIltLS0QEQQFRVllOZEAurqjRs3gkhA4T1z5ky8ffsWHMdh7dq14DgOQ4YMAQD4+/vDx8cHjx49YiryfF2rqKjA29sb0tLSAABJSUlMmjSJnYBt3rwZBQUFMDMzYyxpKioq6NOnD4qKiiAmJob379/DwsICT58+Bcdx6OjowOPHj9HZ2clMBTZs2ICzZ89CREQEgMAEFwDu3r2L6upqqKqqIi4uDtbW1ggKCkJbWxtaW1tZXrW0tDBt2jRGBcpxAuYdnsocADt15U9bb968CQAIDg7GzZs3/3Kqk5ubC2VlZfbfxcTEYGRkhOvXr7P+cvTo0bC3t2e//6lv/d/k/hvGqQkTJvylLGfPns3nj92zt7dntLQ8nXX3uBMSEvDTTz/h2LFjmDp1Kn7//XcMHDgQeXl5WLx4MWpqasBxAq2whIQE/Prrr7hy5QoePnyIAQMGQFZWFoqKinBycoKRkRGWL18OLS0txMXFITg4GBMnToSRkREcHBzYCRFP51xeXo62tjaEhobCx8cH/fr1Y6Y6w4YNQ0NDA1RVVSErK4vhw4fD09MTt2/fxo0bN+Dk5ISnT5+iqKgIx44dg4yMDJ48eYLp06ejtrYW+fn5WL58OcaNG4f6+nqMGTMGRITCwkJoaWnh1KlT2LBhA/T19VlZpqSkYOfOnRg1ahS2b9+Os2fPsl3n3r17g4hgZ2eHkJAQTJkyhTFTysvLQ0REBI8fP8aAAQNw69YtiIuLo6amBqdPn8b3799x+PBheHl54dSpU0wXLjAwEOPHj8fMmTNRVFTUw6rh9OnTiI2NhaOjI3R1deHh4YGWlhbIyMjg1q1bCAwMhK+vLw4dOoSoqCj069ePSVT4+vpCUlISgwYNQnV1NVJSUnDgwAEkJyfD19cXZWVlWL58OZ48eQINDQ0ICwtDTk4OQkJCcHR0RGdnJ548eYK5c+fC19cXLi4u6OrqwsGDB2FoaIhRo0bh/PnzaGtrg7a2Nuzs7HD58mUUFRUxZrj9+/dDT08PoaGhePz4MbZt24ZZs2YhNTUVr169YjIfvXr1wvz580EkYEx99uwZO33s6upiJzTDhw9nJr4xMTEwNTXFtm3b8OXLF5w6dYqZ4gcEBKCzsxNCQkLo6OjA4cOHIS0tDXFxcSxatAhRUVFISkrCkSNHcOHCBaYxdfDgQfTu3RvPnz/H1atX8ejRI5w+fRp9+vSBgoIC9PT0MHv2bAgJCWHAgAGIjIyEsbEx9u3bh927d0NTUxPDhg2DiYkJhIWF0dDQgBcvXkBISAhPnjxBZGQk2tvbERAQgPb2dri4uEBVVRXjx4+HoqIi/Pz80NjYiD59+uD169fw9/dHZ2cn5s6dy56PHTsWgYGB6OrqwqxZsxiTZmBgIAYMGAADAwPk5ubi559/xunTp+Hp6YkTJ05g165dkJCQwMSJE9k7sXTpUnh7e8PS0hJxcXFQVlbGkydP4OHhgUWLFgEAxMXFMWvWLDx48ADW1tZYsmQJpk+fjsuXL2PHjh1ITU3Fhw8fYGFhAVlZWYiJiWHfvn1wdXWFlZUVpKSkICIighcvXuDdu3cwMDDA6tWrce/ePYwaNQqVlZV49eoVjhw5wqQzUlNTUVBQAF1dXVy7dg3Lli2DnJwcJCQksG3bNnR1dQH4U3fO3d0dBw4cwJw5cxAcHIzffvsN8+fPx/v375mVU2xsLFavXg0bGxsAgLW1NTZu3MhOGYkE8iMbNmyAkJDQfzxO/f9Z/LT+YUaAP75f/nH/GQDZbv5G/nHvn+7/xRHRfiJSJyL1oUOHdr/P/hz//fTp0x5h+QnvypUr2W8AGDNmDADg/v37zK+HhwcTlePDzZ49GxEREWhqakJxcTF++uknrFmzBh8/fuwx6a+oqMCoUaPw+++/s7B8ZXAcxyaeAFBRUQGOE9A0HzlyBK6urpCVlUV8fDybADc0NODKlSuwsbFBSkoKZs+ezexthw4dyuwqw8PD8fjxY1y5cgXLly/H0aNHcf36dRQXF2Pu3LksH+vXrweRgI64qqoKa9asgYeHB4gI586dg5WVVY9881TCPy5qiIgtjLqbWHX/5j9TpkxBeXk5evfujZycHHbk+/79ezg6OsLQ0BDPnj3DqlWrQET47bffYGpqChkZGbx69QqdnZ0gEgiF8pz1PPaAiLB48WIcPHgQ+vr6KC4uZnpBfF6fP3+O+Ph4tnBSUlICkcCMpKuri2kdbdy4kYXhF5T8YphIgLV4+PAhrl69iq1bt0JCQgJlZWXQ0tJCXV0dgoKCICYmhsbGRnAcx+hI09PTUVtbi5UrV+L06dMwNjbGly9fMHnyZNZeNTQ0kJqaiq1bt6K6uhrDhw/HyZMnMXLkSCxYsAAFBQU4dOgQNDU1ISMjw+qssLAQt27dAhGhrKwMubm5+P79+1/qYc+ePdiwYQNiYmKYUK2DgwOICKNGjUJ+fj7U1NRw4sQJprPD5y02Nha9evUCkYBadfPmzXB3d8eXL1/w4cMHKCsrw8rKiuGG+EULbwKZnJzM6H6nTZsGCwsLVFZWIjMzExwn0Lvq168frl69imnTpiE0NBTz589HSkoKPnz4gGfPnqGgoABPnz7FhQsXAAhMzlpbW9HY2Ijm5mZcvXoVy5Ytg729Pc6cOYMrV66goaEBALB27VrExMRgxYoVAIALFy4wodZr166hrKyMaTb06tULQUFBDPvm5eWF27dvswUyT9uZk5MDDQ0NAMCIESPw5csXLFu2DADQu3dvHD9+HLKygm6Np5wXERFhNsw7duzAzz//zGjNlZWV2UJvwYIFAIDp06fj4MGDCAwMhIWFRY/+CADy8/NZfwYIsErbtm3D5MmTkZaWBh8fH5SXl4OIcObMGUbTDoCZuXAcx3CKfP/p7OzM7MSJBNgvPlxTUxOSkpL+rU2n/3L3f2Wc6k5H/XfjVEpKCnR1dZkfvn43btzIfgNgdPd37twBIKgHBwcHzJo1q0c4Hqtibm6OVatWQVpaGpMnT4arqyvCw8PRr18/tLS04OXLlzh48CDWrFmDhQsXwsPDA6tWrUJVVRUiIyPx7t07aGlpQUJCAjY2Nli0aBHS09PR1NSE6upqbN26leFUQkJCsHDhQkb/W1FRgSFDhuDp06c4e/Ys4uPjUVNTg59//hlBQUHo7OzEq1evUFlZiVmzZsHR0RFhYWEoLCyEkZER9u/fD11dXZw9exb37t2DqakpFBQUUFVVhW/fvqG1tRWRkZFsQ6qhoQEqKirw8/ODs7MziARCx0OHDkVUVBSkpaURFhYGYWFh7Nmzp8f4sG/fPkRGRiItLQ0SEhIwMDAAx3F4+vQpzp07hwcPHuDr168YO3YsRo8ejY8fP2Ls2LFYu3YtHj58iBEjRkBYWBiLFy+Gs7MzmpqakJ2dDY7jYGVlhRs3brBxNCIiAqGhodDX14e1tTWEhIRw/PhxDBs2DGvWrIGlpSWmT58ObW1tBAQEMHzop0+fkJGRgdbWVmhpaWHGjBno1asXXFxccO7cOQwdOhTnz59HY2Mj3r9/j/Lycrx//x6vX7+GtrY2srKysHfvXuTm5qK9vZ1pBR46dAgRERGYNWsWDh06hDlz5uDEiROIj4+HtrY2w/COHTsW0dHREBUVZZvEmzdvxuvXrxEVFYVnz57Bx8cH58+fx507d3D16lW4uLhg69atqKmpQWRkJHR0dPD27Vvs3bsXL1++xNOnT3tsXOXm5iIiIgL79++HoqIi7t69i2fPnmHPnj3IyMjA27dvISIiAgMDA+zYsQPm5ubIzc2Fr68vo6dubGxEQkICSktLERQUhFu3bmH8+PH4/v070tPTkZOTAzc3N+Tk5GDz5s1ob2+Hm5sbTp8+jQ0bNuDu3buYP38++vTpg7S0NBw/fhzBwcHQ1NSEg4MD3rx5AwkJCfz66684ceIEW/xpa2vj06dP+PjxI168eIG3b9/i1KlTaGhoQGNjIz5//oza2locPXoUDg4O8Pb2xuXLl6Grq4s7d+7A2toaffr0wfjx4xEeHg55eXlcvnwZbW1tcHR0RJ8+fWBoaIgnT57AwcGBSWdMnjwZKSkpcHd3R1BQEMrKyrB69Wq4urpCUlISdXV1MDU1ZZt+IiIiDA+tpKSEKVOmwMrKCvv27WO4G0AAb9DS0sLDhw8RFxeHqqoqdHV1Yfv27ZCQkEB4eDhUVVVx/vx5Bjt4+PAhNDQ0oKioiNraWvTv3x+GhoYYPHgw5s2bh6KiIqipqWHOnDloaWnB7du3oaysDDs7O9ja2qKgoAA1NTVoaWlBfHw8mzskJCSgoKAAHCeQ/gCA/v37o7y8HAoKCti0aRMAwfzdyckJ/LogICCAicL/p67PfxziT3cSAlacLX9853a7v5bjuDQIQKNvSWBvXQQggvsTPGoAwOdfJcKvkv/J8RMP4E+NCgBISkpimiB/F/6f4gwNDYWfnx+MjY0RExODU6dOMQxMfn4+iouLMW7cOOzcuROmpqYYPHgwiIhhSx4/fgwAbFeET4vfKdq1axcTYwwKCsK7d+/w7ds3tspPTk5GcnIyAIHKu56eHiIjI2FlZQUrKyukpaUxLNCaNWswY8YMTJw4EZcvX4aXlxdevXqFhw8fYvv27bCwsECfPn3w4MEDjBgxAnV1deA4Ae6gb9++LG98g+ueX37QWLp0KV6+fIny8nJ4enr+ZeGze/duNtHbt28f5s6dC09PTyxZsgSmpqZ4/fo1TE1N8fXrVxQVFYGIoKysjA0bNmDixIk4fvw4goKCYGZmhoKCAjb55F8KQ0NDVld8/vr06QN9fX0sWLAApaWlzP+bN28wfPhwBAQEwNbWFiEhIeA4DpKSkigqKkJSUhKSkpLw66+/Ii4ujp0UAIC3tzfi4uLAcRzMzMzYjmlTUxNbLBkbGyM4OBhqamp4//49JkyYACEhIdja2uLp06cQEhLCpUuXAAAHDx5EWloafH19UV9fz8rr1atX8PT0hKOjI/Ly8tDU1ITW1la2iC8rK0NoaCgbMHx9fVnYS5cugeM4uLi4QE9PD4sXL2bPnj9/jrCwMLi4uMDAwABEBFlZWSYOCggIPioqKlBfXw8dHR1YW1sjNTUVoaGhSE1NhbW1NavbY8eOQVJSEhMmTAAApKenAwDq6+sZ7oTjOOTk5KC2tpbla+/evSy9hQsXguM4ZGZmwsXFhXVSvKgnINDq4TFtfNri4uLYu3cvLly4ACMjI7bD232RBwj0kHhhYACwsrICEcHe3h5SUlLIyclBSUkJLly4gD179iAtLY3l29raGqKiolBWVoaKigpb+Obm5mLz5s3w9/eHtbU1evfuzRaZW7duBQC8e/cOJ0+exJw5c1h9KygoQFxcHIcPH4auri4T7O3e39TU1GDq1KkABCc/UlJS0NLSwoULF7Bp0yZ4enoyMdmMjAz234SEhPDlyxcICwvj48ePiIqKwooVKxATE8OwTzzGZ/Xq1QD+7Bc1NDRARLh79y6rS17PIiQkBIDgFKF7f8iXs6enJ/v9v9j9XxmneHHYf3L8ghz4c4EDANu3b8fLl4L12MKFC3Hq1CkAfy5a+U27H52vry+CgoKQmJiIxsZG7Nq1C0uXLoW7uzuuXbuGuLg4eHt7Y+rUqSgpKcHPP/+MgQMH4sGDB+zUsH///sjKysKdO3cgLy+PXr16wc7ODkOGDEFjYyNCQ0MhIiKCQ4cO4evXr2hsbERjYyP69u2L9evXY+PGjXj06BEmTZqErKwsGBgYMJ0afqd+0qRJyMnJYZtw/v7+eP78OcaNG4fW1lYmeMpxHN6/fw9hYWGYmppi4MCBOHDgANLS0lBZWQkfHx/o6OhASUkJlZWVePDgATiOw+3bt2FtbY3k5GR8+vQJz58/x6RJk5hlA9+WIyMj4evrCwDYsmULXFxcmB7JokWL8PnzZ7aB8OjRI6xZswYnTpyAoqIiBg4cyLRXysvL8ezZM5w9exa7d+9GdHQ06urqEBAQAAMDAzYBl5aWRn5+PkpLSzFy5EgUFRWhpKQE0dHR6OrqQkJCAnR1dVFZWQllZWUoKipCTU0NLS0tWL16NQwMDHD+/HlERERAWVkZO3bsgIKCArKysjBt2jRwnECIm8cDmZmZYdKkSZg2bRrmzJmD+vp6SEpKIj09Henp6Vi6dCkqKytRUlKCXr16ISMjAzo6OtDX18fYsWNRXFyMrVu3MkKX1NRUKCoqgkggeN7Z2YlPnz5h5cqVkJWVxZkzZ3Dz5k3WL1ZVVWH69OnIzs6Gvr4+kpKSoKSkBGlpacyYMQNTp07F4cOHceTT8qcDAAAgAElEQVTIEdy8eROOjo7Iz89HeHg4du7ciXv37uHq1asAgK9fv6KtrQ2bNm1CWloaRo8ejaamJty8eRN6enqIj49nVhpRUVEQEhJii9/o6GhIS0ujtLQUjY2NGDhwINatW4enT58ysflJkyZhyZIlePfuHW7cuIFjx45BTk4OW7ZswaJFi6CkpIRNmzaxecq3b9+QmJiI33//HYGBgcjNzUVgYCB0dHSYNtawYcOQkJCAyspKzJw5E8nJyfj8+TMaGhqQkpKCadOm4evXr+jq6kJGRgY2bNiAyspKWFhYYO7cuWhtbcW9e/dw9+5d3L9/H48ePcKNGzegra2NjIwMnDlzBgoKCti+fTsePHiAnJwc1NTUwMjICObm5ti7dy++ffuGR48eISUlBR8/fkRHRwecnZ2xc+dOVFdXo7GxEYsXL4aVlRV+/vlnSEtLIyQkhOntVFRUYO7cuUhMTMTIkSMxceJE1NTUoH///vDz80NraysmT56MCRMm4NatW2hpaUFkZCSUlZUxZMgQRERE4OvXrxATE0NBQQG2b98ORUVF3LhxA2pqarh58yby8/Nx5MgRaGpqol+/fszihydHOXToEDQ0NBAfH4+0tDTIyMggODgYgAD7qq4ugPLwhw4vX75EVFQUgP98nPq3Fj8cx6VCAAQdwnHcUwjYcLYAyOA4bhWAxwCW/eE9H8B8CChEPwBwAAAies1xXBiAq3/4CyWi1/9uRn+cSHT/ze+k8kdqfKcXHR2NzZs3Q05ODhkZGcxv9/ArV65kquozZ85EYGAgjI2NMXXqVJw6dYoVaPcJ+NKlS3uAsfnTAv76woULyM/Px/z581FQUMDSqq+vZ+KkPHj5xIkTmDRpEt68eQNJSUkYGBhg3rx5AAQMYZcvX0ZQUBDk5OSgqakJQLAoam1txevXrxEcHIxff/0VHMdBU1MTmzdvxoIFC9jOIREhODgYTU1NUFFRQUJCAj5//gwhISHGyKGqqspU5AEwszQigoSEBGM2y87ORnR0NDiOw927d/+yKOFNFG7fvg0HBwcEBATAxMSEneps3rwZHCcwzRo0aBCSk5OxdOlSeHh4wN7eHkZGRvDw8ICMjAwTef3y5QvExcXx8OFD7N69G1u3bkVzczPmz5+PPXv2sDq6f/8+JkyYgHfv3kFMTAxSUlJYtmwZ26W/cuUKe8nOnj0LLy8vKCgooKCgAEZGRli5ciUzM6yqqsKqVavw/PlzzJs3DxMmTEBeXh5ERETw8OFDhISE9Gh/Q4cOxYQJE6CsrIz6+np0dHSwspk9ezZMTEx67E7wLEU8sUF8fDwMDAxQXFwMImLCYo2NjfDy8kJERAQcHBzYxHjv3r04deoU3Nzc2MIKEJhl1dXVMaHV7otZMTExeHt74/Dhwxg1ahQsLCywdu1arFixAnfu3IGVlRUaGxvZyQTHCcwdiQgfP35EbGwsY3vjOI4x9wGCExcrKyu2CPrxvXVyckJiYiL69euH6OhoqKurQ1RUFMOHD2dmp0uWLGGmbhzHMTMXBQUFhIWFMUKL7u93UVERKisrWTvm3aFDh8BxAvIGPT09iIuLw8LCgpkaAoCqqio+fPiAy5cvY9iwYQAEC5Kuri5MmTIFU6dOZe9oZmYmACAzM5OdvgGAqakpTp48yUDRP24MAIINGX6XesCAAXj//j1rJ/Pnz8ekSZNgbGyM9+/fY9CgQeyUmO9HNDU10dXVBR8fH0RGRiI0NJSdLgOChQy/4cKn+dtvvzHGIikpKbS2tkJRUZH5ERcXB8dx+PjxI9sJ5PPNO97U98f7/83uf3Kc+vDhAxQVFdkp5B/5ARGxzTMiAZPo4cOHkZyczMpWTU2NmeWoqqpi5MiRyMvL69GONm7ciO3bt7P3KTg4GGvXroWOjg5UVFTAcRy0tbUxd+5cAEBpaSna2trg7u7O2AJv3bqF0aNHY/Xq1Vi3bh3u3r0LQ0NDREdHY/fu3SytgwcPYu7cuZg0aRK8vLywevVqFBcXY+XKlUhNTUVISAiGDRuGY8eOQUxMDD///DNev34NFRUVyMvL49mzZygpKcH379/x4MEDfP78GZMnT4aOjg6cnZ0xatQotqP85s0bcBwHV1dXVFRUoLOzE4aGhuzEnx8rDxw4gMjISGZiKyUlhczMTOjr6+PkyZPYtm0bbGxsoK6ujoyMDJSVlUFWVpadXmpqarL/Z2dnByJCUlISqqqqMHnyZIwdOxZSUlL48uULVFRUEBERgbVr1yIzMxOzZs3C6NGjUV1dDXl5eQwfPhy+vr7o7OzE4MGD4efnh+/fv2PQoEEwMzNDVVUVbt26BUdHRwwfPhyNjY1Yvnw5PD09YWNjg7y8PKxduxZSUlKoqqqChoYGNDQ0MG7cOJw4cQLr1q3DqFGjoKenh2vXriEzM5P11xs3bkS/fv1QUVGB27dvo6qqCp2dnSgpKYGYmBjs7e3Rp08fdHR0sLHo/v37eP/+Pfbu3YuBAweyk6/29nYEBgZCTEwM8vLyCAkJQUBAALS0tCAiIoJly5aB4zjY2dlh/fr1OH36NLKysrBnzx5cvXqVzRNevnwJRUVFvH37FmFhYZgyZQo+f/6MBQsW4Pr16zh16hTc3d2xadMm1NTUwNbWFp6enlixYgWUlJTw5MkTNDQ0sHJWUlLCo0ePICIiAllZWejo6CArKwstLS1wdnZGR0cH4uLi8OjRI5iZmUFXVxepqaloaGhgJ1nfv3/Hrl27oKSkhIyMDHz69Iktct68eQNra2tmBaSpqYlPnz5h06ZNKC8vZ5u+gwcPRkJCAoSFheHu7s5O5hMTE7Fq1SpERUXBysoKLi4usLOzg7GxMQIDA2FiYgJXV1e4urpiz549WLRoEV69eoXk5GRcvnwZ7e3tTNCdF16VkZGBlZUVPD09oaqqCl9fX4iKiiI2NhadnZ0oKCiAqakpDA0NUVpaim/fvkFCQgKJiYkYNWoUbty4ARMTE8jJyaG5uRlv377F8ePHce3aNRQWFsLW1hb9+vWDsrIyI4rw8/PDxYsX0dbWhnXr1mHcuHGorKxEdHQ0IiMjERISgtWrV+Pu3bsIDg6GmZkZvnz5gk2bNsHPzw+7du1CSkoKjh8/DiEhIXh6eqKwsJBtUqioqGD58uUYPHgwvnz5gs7OTpw6dQpEhPv376O2tpYJxltbW+PYsWNwd3fHoEGD0NTUBCsrK2hpabFNThMTEzx//pydGOro6GDTpk0YMGDA/7dxit9J/W/94AfAaPfvH+/xWjk/+vm7sN3j/Xee844XwvoxbPdPdwD6j35+dLdu3SIi6iHuSNRTEPXv8vXjs+TkZMrPzycige5QUlISRUdHEwAqLy+nFy9esDBiYmL04sULBpjv7Oz8C6D2ypUrRCQgfzA1NSUATBfmR/djHSUkJBCRAPiel5dHHMcRIACqE/0pKioiIkLGxsa0fv16UlNTYzoFCgoKZGJiwuIsKipiQPFz586RtrY2CQkJUVpaGvXt25fq6+vJ3NyckpKSaOnSpQSAaQ3xvPnm5uYEgKqrq2nfvn0UGRnZQyensLCQpkyZQvr6+kyTg0igA7R06VKSkZGhe/fuUV1dXY/6SElJoQMHDtCDBw+ISCBA6OTkxPzk5eXRjBkziIho1apVPYQ9iYiJfgUHB1NERASpq6szgdw5c+bQ6dOniYjozp07JCsrS0RENjY2DBzaHUQYFxdHa9eupX79+lFlZSUBAn0NXgyMB54CYOULCERwV6xYQU+ePCEVFRUGSPbz8yNhYWGm38NrJhERycvL96j37gQgvCssLCRAIAL7Yzvp7gYNGkREAo2kmTNnkqqqKu3cuZOIiDQ0NGjmzJksHN+WAAFxCR9vaWkpSUpK9khDVlaWiYLyArkAWNzdBXa712n3OmpqamKkCx4eHvT777+zZ8OHDydAQITw8eNHpjnAi+hev36d1NTUCABJS0szXZb09HQaPXo0y2tcXFwPYdvJkyezZzt37iRTU1O6fv06e979Xc3MzGTaFvynrq6uh04P73hxTJ54RExMjK5evdrjv3cvi7/pZ/7rCQ/+pz7/yTjFE+Lwv3ltLSIiVVVVIiLq1atXj3r48OEDA1f/GB9/zQtjEwnIXboLAnb3y3940hzeXbx4kT3jCVqqq6vp5cuXTODXy8uLjSUVFRV06NAh0tfXZ+Lf/H1etwMAPX78mM6ePUuAgNwkLi6OKioqKCEhgbZv307h4eGsXHhB6aysLLK0tKSjR4/SihUriIgoIyODCQx//fqVOjo6WJ+UnJzMCGl4seWzZ89ScXEx+388UQpP6LJ161bKyckhV1dX+n/Ye/OoqK50ffitxDlqjNEYhyiJtBrlGhq5QgtXJCjKUpBqUCAiWC1ThTmMtZihmUepKzIIFNAgojjRImBQkHYWHGjnWRuN0USjHTXR+Hx/1N1vTpWa9P19v/Xd9fXtvdZZFGfc55x99js97/MWFhZCLpdjxIgR8Pb2RlNTE0pKSnDy5EksW7YMAQEBiImJgZeXFxdm9PT0RGBgICwsLLBr1y4mxXn77bexbt06+Pn5wdnZGXl5eXB2dkZFRQWCg4ORnZ2NkJAQLsw5fvx4rFq1CiYmJggODoaVlRXKysqQkZGB5ORk+Pj4YMuWLTxXrF69GkqlEjk5OVxwe+XKlQgJCYGbmxs0Gg3Ky8vR2NiIoUOHAtDWQcrKykJVVRXa2tqQlpaGyMhItLe3Y8qUKSgsLIS3tzeam5uZKMDU1BRtbW34/vvvsWLFCixZsgSJiYlITk6Gl5cXYmNjub6PWq1mvcPd3R1Hjx5FaGgo0tPTMWDAACQmJqK9vR2HDh1Ceno6oqOj4ezszHXJXFxcUFpaigkTJiA8PBw7duzA4sWLERgYCGtra645Ex4ezkQQhYWFaGpqQnx8PJYtW4YNGzYA0BZzfvbsGZqamuDh4YFPPvkEY8eORVNTEzw9PWFhYcHjYu/evUxSk52djd27d2PBggUYO3Ystm7disbGRjQ2NqKjo4MLfsbGxsLHxwerV69Gamoqnj59Ch8fH3h7e+P999/Hnj17WN8wMjLCypUr8fTpUxARioqKWD4Isi13d3f4+vri9u3bCAkJweHDhzF//nykpqbiypUriI+PR0tLC27dugUAWLx4MR48eAA/Pz/Mnz8fL168QHV1NesCKpUKdXV1GDRoEHp7e7FixQrY29sjLCwMDQ0NSExMhKOjI9eBW79+Pby8vDB+/Hi4ubmhsrISM2bMQF5eHlauXIkJEyagX79+SEtLQ11dHc6dO4ft27dDoVBg+PDhICKkpqYiKCgI69ev5xqDkZGRuHbtGgCgoKAABQUFXLzUwsIC5eXlLDP79+/P9YHS0tIAaAl7jh8/juXLlzNJxC/JKUFa9I/Kqf9xofGrHfwFA0V/3auMAkCrTOizgb2qve78gq3jVed/lTKnv/11x7xqu/71gZ+VFf31a9as0VnX0tLCQkpa/FPaqqurdYTb64Sj+P/mzZv8v2Ba0xei+v0WVXlXrlyJqqoq3Llz57XXOHLkCBQKBa5evYqMjAxeL2Wok8vlqKur43OIysmGhoZwd3eHiYkJjhw5guLiYnR1deHcuXNsCBIRamtrdYoMyuVyrj4tjCVRRFUwwUmriIu/vr6+WLduHRt3gtGrpKSEfwvjSHzIbm5u/NxPnz6NyZMncwFNqRDWf44ffPABiEjHkJo0aRLGjx+P0aNHo6ioCGPHjtVhlDtx4gSItAxn4pnv27cPTU1NOHbsGJ49e8ZsKufPn+fjjh8/jsTERJSXl3Phz/r6egBa427mzJkgIly+fBmhoaFoaGjQUdjUajXu3LnDheTs7Ox0lPVfmrCE8jdnzhxWjoCfi9LqHyP2q6io4CK40u2nT59GbW2tzjpR0HbJkiVcQV2wy2RnZ7MCAWgVmpiYGBaI48aNY2F1/fp1vt67776LFy9e8HGigKxg3xLvFtAWdwPABql0/Ivit+J/sY9GowGgNTK//PJLnWexZs0aPr9gbdR/1qL46usWMb7F/lLj61Xn+6/f/zJ+/i/JqSlTpmDbtm062xQKBX/vv9Red35/f3/U1dX9X5VTwmgRy/Pnz3XY6cRcfObMGSQkJPD6Q4cOMatlWlqazrnVajWys7Nx9epV+Pj44MmTJ7zt2LFjALTKuqWlJTZt2oRTp05xXx4/fswMWkTEBbdramowa9YsXL16FXV1dTh9+jTkcjnmzJmDt99+G0Q/F2EUfUlISACRtkhyTk4O6urq8M0336Czs5MLNNrY2GDfvn0oKytDREQEqqur2bHQ1NQElUqFzs5OWFlZISgoCLm5uXj06BGuX7+O0tJSVrjDwsKwevVqlJaWIiMjA8XFxdBoNFCr1bhw4QJsbW2Rm5uL3NxcnD9/HrNnz0ZwcDBCQ0ORmZmJkJAQWFlZoa6uDrt378aGDRuwatUqyOVyTJw4Eb29vTAzM8POnTsRFRWFjIwMZGZm4ocffoCfnx/mzJmDzMxM+Pn5YdasWSgvL0dXVxcaGxvx008/ITQ0FF1dXcjJyUFlZSU8PDxQX1+PR48eQa1Ww8LCAikpKTA3N0dbWxt27NjB8nfatGmIjIzE1q1b4eDgAHd3d6xYsQJubm7IyMiAm5sbqqqq0NLSgi1btqC8vBxyuRzJycks14uLi1FYWIiysjJs3rwZy5Ytw4EDB6DRaNDU1ITu7m6sX78eiYmJyMrKglKphJWVFfLy8nDz5k3k5uZCoVBALpejuroaMTExyM/P5+Pb29uRnp6Ouro6dgoHBARg/fr16O3txY8//ghHR0fs3LkTra2tbAQtXLgQFhYWsLCwgEajgY+PDywtLZGSkoKWlhYkJyfj0KFD2LVrFxuocrkcPj4+GDx4MLKysuDq6qrDumlhYYHKykrk5ubi9u3beOutt7Bw4UIEBARg//79CAwMREREBDtCm5ubkZKSgnXr1uHBgwfYvXs3wsPDER8fj7S0NAwfPhwrVqxgY6ampgbz5s3DN998A1dXVzQ2NrK8zsrKgr29PdRqNQ4fPozCwkKMHj0aX331FYqKinD27FmUlpZi5MiRmDx5MubNmwdAWxR9zpw5WLhwIU6dOoXS0lKYmpryd+zh4YG1a9fi4MGDuHjxIn/3arUaI0eORGBgIBYvXgwAePjwIRcyF8yvAwYM4DlGfHsmJiaQy+W87dKlSzp6IBHhwoULr5oL/7mMH/H3jTfeeElBB8ATpLSJ/YyMjHTWSbfp76u/qFQqXLp0CUSkQ3f9qmO3bt3Kv4WSKZqocK/fD0BLmyuOE172V/VFrJdYuDr7HjlyhGmNX7Vdep6WlhYsWLBAZ/vo0aM5gvEqAQuAK9NL28WLFzFkyJCX9hdUmK8SrtJ9i4qKkJycrGPdf/vttyDSevRv3ryJ/Px85Obmgoi4WrbwhKSkpMDOzg7x8fG4e/cuR6oUCsVL1xNK6vHjx6FWqzF8+HDetnbtWhQXF+P777/H/v37kZiYyP22tLREUFAQ02KK9WfPnuUIwldffYWuri7U1NSAiJCSkoKnT59izJgxOve7cePG1yokSqUSXV1dvE1EsHJzc9mgENSX0qrvUVFRMDY2xtGjR+Hs7Mzrb926paPgNjc348iRIyAijBgxgo8tLi6Gl5cXAODs2bNsFBIR91cYHgkJCUwJLRQBqTFEpKWxFpEZ4dltaWnh5+/g4IDa2lp4enrycS4uLjh//jz3Q/Q7IiICdnZ2TOMtbRUVFSAi9sYSERoaGvhYpVKJ8PBwvpc1a9bwfsIQks4T0u9eUIOL/Tdt2oQHDx6ASOstE89K+i4HDx6MkJAQ7Ny5E4MHD2ZK6qVLl2Lz5s1wdXVFXV0d91EYy+KdE2mjlVFRUS99O4L2MyAggL9dQd8unRcGDhzIijUArrAtooX9+vWDkZEReydF34cNG8bROunzlzyDfxk/r1n05z/9Zyv+ivEqmpSCXTpfvU5OiejFjBkzdMZGXFwcqqqqQEQ6xr+grz116hSsra3xzjvvsNOMiLBs2TKdd+zm5obe3l4AQHNzs861xZgl0jpH7t+/DyJi76/4fgCtd7q+vh6nT59+6V7Kyso4+iWMK+l26T2r1WoolUqmCCfSRlarq6tx5swZGBoa6jyvvr4+7Nixg6mn29rauP9VVVUcAXZwcGB0Q2xsLMaPH4+hQ4e+9Lx37tyJMWPGYPfu3cjIyGDlW1yzvr4eRkZGKCoqQk1NDVJTU3lOjI6ORnd3N2pra5nW2d/fHwkJCdiwYQNTFIsSBtu2bUN3dzeICFlZWSyv0tPTdZAh6enpyMzMxKZNm1BSUsJyysjICL6+vlCpVCgoKMCKFSswe/ZsEBEqKysRFxeHbdu2oa6uDsXFxcjNzcX06dOZ7tnNzQ0nT56Eubk5vvzyS+Tn58PS0hJ2dnbYtWsXtm7dimvXruHWrVssM+bPn4/9+/ejsLAQMpkMqampKC8vx7lz5xAaGgoHBwcEBwejf//+GD9+PGJjY7F69WqUlZUhJCQEtra2mD9/PmprazFhwgTcu3ePKY3LyspgamoKFxcXWFlZITY2FpmZmYiIiMDt27eh0WgQEhKCTz75BBMmTGCjRpT6SEhIQGNjIw4fPoykpCSYm5uzMQQA06dPh5OTE1auXInjx48jOTkZ8+fPh1qtRlZWFmxtbREYGIjc3FyEhYWhra0Nx44dQ2hoKDQaDSIiInDmzBkMHjwYX375JWJjYxEQEID4+HgdPenAgQPIzs7G3LlzkZGRgWPHjsHY2Bj5+fnsmIuKikJMTAysrKwwefJkpKWl4fDhw3jzzTdZ/pmbm2P69OlQKBRwdHSEtbU14uPjOap27NgxEBEKCgqwceNGGBoaIisrC83NzdBoNLCysoKDgwMePXoEZ2dnqFQqqNVqODs7IywsDL29vQgKCkJBQQFCQ0ORm5vLfSwvL8fFixdRUlKCfv36wdDQEJ6enoiNjcXUqVNhZGQEa2tryOVyZGVlwdTUFNHR0VAqleju7oZKpYJMJoOJiQkb1U5OTiyPm5qakJaWhuvXr7MTXC6XQ6FQcJkH8V0uX76cnZMAMHz4cJw6dUo6d/5zGD+ifgIRvaTYv2oBflnpFtArfaGkv9+jR4/4t1DiBEe6dH9hORMRe3ivXLmCoKAgFlBif+GllU6eAJCUlCR9cfxbRA/E7+Li4lfek/RYsX7z5s0vnU9/PyJtuFF/nf65XvecX7VeCj161bUBwNLSUuccCoUCvb29UCqVvF46mIVHQwhO/T6ICfl1/R48ePBLfRHKMqALMRFeB+k7AaAT+dNoNJg8efJL14qNjQWR1uB49uwZiLRKtDR6BgCPHz/mY6KiotDY2Agi4royog0cOBBEWqM7NTUVJSUlDHkSERLpOwW041uMXSKtogxoIxwGBgY8Btvb27FmzRrI5XIcPHiQlQQibfQkLS2NnQYODg7IzMzEmDFjMHr0aFhZWem842fPnmHu3Lkc8ZMa86/7vqZPn47c3FwAQFhYGEaOHInU1FQMGzaMFUcPDw84Ojpy7Sng58ilWBYsWIDMzEz09fWxUNN/Jvpt8+bNuHXrFkJDQ3WMvMWLF3NNoujoaPj6+vJEPHr0aK5ZQqT1Spmbm4NI63E3NjbG3r17MX36dLi4uCApKQnR0dH46KOPMHLkSPTr1w9EP3uqbt++zdFZIsKLFy8QFRWF9PR0nD59mr3oYruoDyaFGzo4OODatWuoqalBeno6j9lZs2axI0GMF/33sWjRInR0dDBcUWr46T8/ybH/Mn5es0yZMoVroOnD2sRiZmbG8yMAni9eNV/qOwAcHBx0zidaQ0MDAKC3t5cN7cLCQt5n4MCBsLS0RFpaGkcwxdxXU1MDlUqFVatW6fQ3ICAARKRTq+vKlSs6zgChtAE/w+3OnDmDLVu2cCRbOIn0m7iHO3fusGEu3e/58+cAfobSEmkVIeBn2UH0cyT2l+TR999//8r1woEkviPRBAIA0Eb6hw0bxueOiIhARUUFOyYAMNJCKHhiThLGCxGx3lBTU8OwIWm/BUxeOLMArRG3f/9+ZGRk4MSJE+jq6uJnQEQICgriGk1SR0ddXR3Gjx+PadOmIScnh2uTOTg4oK2tDVOmTEF8fDwWLVqE2tpalj1xcXEMObx16xYOHTqEzZs34/DhwyzbCgoKsGDBAvj7+8PR0RHnzp3DgQMH4OTkBGNjY9TV1SE5ORmZmZmIjIzE7t27eQx1d3fj6tWrMDAwQG9vL7y8vNDQ0IDz589j/vz5iI6ORm9vL1JSUuDu7o6AgAAsWrQIRUVFSEtLQ1BQEEpLS7F27Vo0NTXB0tISlZWVSE5OhkKhwPnz5xEYGIiUlBS4ubnB1dUVfn5+mDBhAt566y2MHTsWjY2N8PX15YhfQ0MDbGxssGDBAhgZGeHgwYOsxN+7dw+dnZ1YtWoVUlNTcfv2bcTExMDFxQXJyclYtmwZgoKCMHz4cISFhSEoKAhKpRLt7e04f/48cnJyMHr0aMyYMQMWFhZQKpVISUlBbW0t16ppaWnRcQ7cuXMHra2tHE0tKChAXV0dYmJiEBISglGjRnEtPLlcjuPHjyMuLg6RkZFISUmBkZERXF1doVKpsHr1akY6eHt7w8bGBtHR0VAoFFi3bh1WrVqF0NBQJCYmIi4uDitXroSLiwvkcjlsbGxQVVWF3bt3o66uDj4+Pjh9+jQGDRqELVu2IDY2FsnJyaisrGQ5deHCBRgaGkKhUMDCwgIrV67E9OnTQaStX1hTU4Pc3FwkJycjMTERu3fvxurVq1kXFnDW6dOnw9bWFkSE3t5e+Pv7Y926dfDw8GBdkUi3rqO0NuZ/R079jwuNX1ukxs8vKVP6v/UnPQAICgpixUz/HPrnE+sElEgswqsuigROnTqVw3yvmmT1rwGAC2zu2bOHt4tcglf1SWuW0eoAACAASURBVFi+QuBIhdKr+v2q5/HkyRP+4AcPHszbhFIvbfoQGFHg9HXnf9V68VcKyxFCWX+f1923/vr4+PjXXkt8FKKtW7eOoW/C+/mPXAPQCtjTp0/DxMQEY8eORU5ODoKDg3Wu+6qxN23aNMadC0VcwI8AIDk5mY8NCwsDAFa+RXRELMJzCWjfkb29PYiI80aEMiwEpsBOA9CJurzzzjvw8/MDkRbqpFKp0NPTA39/fxQXF7OXsrW1FZ988gkbHps2beJ7E1EGQDv2BCRRFCoT+WliAhOQOUNDQ8yePZtD5w4ODlzsbNq0aewFJ/oZhhYUFMSFPdesWcPeUdGXtWvXstEBaKMZoulHSwBwXgMR8fVcXV0BQAduI66TlJSEd999l3PxADBuXpxny5YtXODU2NgYZmZmDHkQ41C8/7Fjx/Kx/v7+APASzFGtVvNkvmPHDgBaeEJAQAB++OEHAD8XCJQe5+3trfP/kCFDOMIs1gtsu1RBEu9PNP3voKGhAVOmTOEx998VKv8bl39ETvX19YGI2LEjvjP9Y1QqFa8X+71qDgO0sOGlS5eioqICNjY2GDFiBHvbBwwYgMrKStjY2MDDwwPV1dUst2xsbDBjxgx2ZIicSgEjA8BFVoUxZ21tzfOZFHIqnCoqlQpTpkxhh0tSUhI7fv5ROSXy1/Lz8+Hk5MTbBJxP2kSOhzAuNm7c+NL5J02a9NI6ALC1tQWgzSl8+PAhG3wdHR0M0yMiHDhwAERamPj48ePZiXH8+PHXyhCp40J6j0TEUWiRyykKdIrnLfaTFvrWXx49eoT29nb4+PigsrISCoUCbm5uSElJgUql0ilMrf98z5w5A09PTzbUxLXz8/OxZMkSnD17FomJiXjjjTdgYmKCmJgYANp8xyVLliApKQkDBw5E//79YWlpiZycHJw/fx7bt29HXV0dAgMDYWdnB41GAwMDAygUCrz55psIDg7GoEGDkJmZCXNzczQ1NcHJyYmLli5fvpznb7lcjri4OJSXlyM6OhqZmZlISkqCpaUl1q5dy9GAqVOnoqCgAG1tbbC1tWVESHNzM5KSkqBSqXDr1i0oFArcvHkT1dXVWLJkCSMI8vPz0d3djZUrV8LLywt+fn5obW1FYGAgvLy8kJiYCE9PT2RnZ+OTTz6BkZERIiIiGO5YUlKC8vJypKWlQaVSwcTEBJcuXYKBgQEyMjLg7e0NY2NjnDlzBhkZGdizZw+2bduG2NhYTJo0ifNfAO2cPHfuXDg6OiI7OxsDBw5EaGgorl+/zo5sQDs3WFlZITExES4uLqisrOR7FlHN+fPnY+LEiVizZg2cnJwwZ84cKBQKeHl5Yc2aNViwYAHCw8NhZ2cHtVqNK1euwM3NDZ2dnbC0tER0dDRaWlqQkpICQ0ND7NixA9evX0d6ejo700T+aEpKCqKjo9HY2IgnT54gNDSUgwGiRUZGYtasWejq6gKgzb91c3PD48ePWbaK4sCFhYVc9FelUqG9vR1nz54FoJVvwiHSv39/5Ofnw8PDA4GBgfqR8H9+40dgCKVNfx/xVworIdLmVOgnSEt/Cy8ZkdZLrj+JXLlyBdOmTcONGzdY6enr60O/fv0AgD9E0WxsbBgy09rais7OTh64ADjcLeBDRKQDX5L2T0D89Psk/f3uu+++9Nz0IxBifU9PD/+W5iAIjLQU5vVri4D+AeBcEWmkQNpEgq206cMFRfvuu++4z8OGDXvpHQtMLaCd1KQ5Pq96Pq9qwrsg9jlx4gQWLVoEJycnRERE4Nq1a5xAD4BhU2J//QieWDIyMjgBWDQBQRKGpj6cUBjGANh7J7xw0nbz5k2GPYjrirwRV1dXpKWl6XhLhXdv48aNePfdd9Hc3Ize3l7MmDGDowoAOFrW3NyMtWvXYtasWQgMDAQAjtDt378fx48fR1JSEpqamqBUKpGcnAy5XI5Vq1bh66+/xqhRozjaKvoXEhICQBvFWbNmDY4ePQpLS0t4eXlhx44dHL3q6OjQuV/x/+uUDiItvEPADoUgfe+993Dv3j1YWVnh2rVrmDNnDj+HhQsXwtHRka/x4MED3L9/X8dzK23CqDl+/DgrZ0TE77O4uBjx8fGIiYnByZMn0dDQwAaaiK7pJ7MDYFIHkcsgogjS7QLWIJakpCR8//33ALTfx3vvvQciwsSJE/n84q8gvQCAkydPctRB+l7EX2mkVAie/9r2L+Pn/0BOCWNANEFcIPaRvi/hxBCLm5sbli9fDiJiZwORNhK5c+dOhj3OnDkT69atw6JFi1ixNjU1RU1NDTw9PVFbW4vp06cjPDwcdXV1kMvluH//PqKionT6plQq0dDQgP79+zMMOCcnB3v27EFTUxPDVqUkJvqwFAHNq6ysBJHWaScUGiItVFjAeUUERuQ4Wlpa8rfZ0dGBO3fugEjrZCgvL2eiFjEHEWmhYcDPjo6JEyey11nInsWLF/M8KJPJ2BF34cIFKBQKmJmZMUGEIKhpaWlBa2srSktLX9I1nJ2dOW9W6ixsaGjgavNCfgPA6NGjAYBJZ/bu3Yu0tDTk5ubi0KFDINLCgoXRI+Yp/dbd3Y2wsDB+PkRap46/vz+Cg4MRExODmpoandyxiIgILF26lJ+/NFpERJg7dy7eeecdpKSkwNnZmcdjV1cXMjIyYG9vj/r6enR2drJcffz4MXbt2sWGcXd3N8PcBDoD0BqmTU1NqK2tRWJiIivT06ZNQ2lpKaytrREaGsrEDhMnToSJiQny8vJgYGCA/Px8hjlVVlZi1apVcHd3h7m5OX788Uc4OTnB3NwcarUaGRkZWL16NcPQo6KiYGNjg9LSUlRUVCAxMRFqtRpRUVFISkpCUFAQwsPDUV9fDxcXF6xevRo9PT04duwYzMzMoFKpcPv2beTm5iItLQ3r16+Hj48PIiIimHhi06ZNKC4uZnKnvr4+FBcXw9DQECYmJrC0tMSSJUswd+5c2NjYoLu7GzNmzEB2djbD+JcsWYKgoCC4urqivr4evr6+qKmpgbe3N/Ly8jBmzBgolUoEBQWxntDQ0ICGhgZ2Xk6cOBGtra148eIFduzYAbVajRs3bjDJRk9PD2xtbZGRkQFjY2NkZmYiISEB8fHxqKioQH5+PhP7FBUV4cKFC3B0dERnZyeGDRuGyZMnY8+ePfDy8uLvb9CgQXBzc8OkSZPwwQcfoKmpCV5eXli/fj2GDx/ODtrExERs3rwZx44dQ0NDA1xdXTFkyBCsWLECN2/exOjRo1k/X79+PeuAFRUVjCYBtGig4cOH48aNG+jfv79OpFTkyP7XmP7nMX6Ed0J8rL/W9PfRF0pSpiuxCOYz8f+VK1f4PJmZmS+dWyiGAsIkjQwAYIiAON/gwYN1YGwA4OjoiLFjx7KyJpo0WfxV97Bt2zZm1xFha+k+Ui+v2JaSkqJDAiA9Rv/80mObm5uxadMmzsHx9PTUV4j4GBEtEOuF1zskJARPnz7lKFNLSwsbMFLs5qv6IsWnSxehJOTm5upAGaXRBAHbGjJkiM6ELGU1unr1KnsbBXOQFGYljRwIGJp08fPzeykqJJPJXnp3r3qP+v8TaSFn0r6K9V999RULYCJtZMHPz48NErG+sLAQO3bs4HEJ6EJU6uvrGT8OaCMN0hwj/f5KvZFEWviDRqPBN998wzkBRNrQ9tKlS1FcXIx79+5xYunMmTPh4OAApVIJJycnODk54c6dO6itrcWwYcNw+vRpjkRMnToV7e3t6O3t5fwHf39/9pYCunA/obiJPojo2Zo1axAbG4tdu3aBiBjH/tVXX8Hf3x8rVqyAlZUVs0MKkgIhREaPHg1DQ0McOXKEGXRCQ0ORnZ3N+wnGQmHYCBIL/fcMaFnhhg4diqysLNTV1bHXDAB7kNVqNfbv34/Hjx+zUiU9182bNxmCM378eI4wAmDGHEDLsKg/R+l/19K8nvnz5wMA5/rp919vXPzL+PkFOZWeno69e/fy8/ulJjVGhUdUCmkk0hpNAhIlFgFtI9IyCNbU1HBOoUAECIMB0MIb1Wo1GhsbsXfvXqhUKjx79gwnT57E9u3bdeSUiPxu27YNt2/fZkRDYGAgXF1dWVkDtMp5RUUF55mJRkRsZBQWFvL3sWbNGowYMQIXLlzgeyksLOQ82rlz5wLQjmUh7wUM+NatW1i4cCHD3KSOpPv378PIyAhqtZpzHd59912EhYWhqqqKIcBDhgzBtGnTcPToURQUFGDXrl1oamqCmZkZXF1dOXdzy5Yt2LBhA4i0Dg1hwKSnp/M8PG7cOM6bFOyT0mgRkZac5s0330RmZiasrKyQmprK0W0iLbPY1KlTYW9vzwaRk5MTsrKyMHjwYFy8eBGlpaV8vpqaGqxZswbGxsYMFfLz8+PnHhoayoaeXC7HoEGDGD5EpIVXS9kt7ezs2CAShunMmTOxc+dOtLW1ca4QkZbkQrwLsWg0GnYQAVqWwsWLF2PDhg0c4Rbzmri2IJYRz0uMy+7ubty4cYOPO3/+PPLz8xESEoJbt27h5s2bUKvVKCkpgZGREbZv347Dhw/jgw8+wL1799DU1ISwsDB89dVXGDJkCEaMGIH4+Hjk5ORg48aNUKvVDOtVqVQIDAxEZmYmNm7ciLy8PKSmpkKhUCAwMBBRUVEIDg5GcHAw6uvrmalPo9FApVJh9+7d8PDwwLp165h9bt++fYiOjkZMTAzs7OzQ1NSElJQUfq6xsbG4dOkSP0OBAElLS0N8fDw7zioqKuDt7Y0NGzYgOjoaoaGh8PX1RXFxMSZOnIi1a9eit7eXWdlcXFywcuVKJoK4desWVCoVUlJS8OzZM7zxxhsoLS3Ft99+i4yMDLS1taGhoQFdXV14/PgxmpubOQ/owIEDcHNzg7OzM1JSUpCXl4f09HR0d3fj1q1bqKiowBtvvIH09HSUlpYyC55ogoikrq4Ozs7O6OnpgZubG0cY9+zZg8TERNjZ2eHgwYNQKpUYOXIkpweo1WpMnz4ddnZ2nE+8du1a2Nra4vLlyxxMEMa30EH/38ip/3Gh8asdfIUQeZ2i9mvrpEpBSEgIJk6cCCKtB0VAYIi0hpCAvegroQcOHMDly5dZyJmYmOD06dNsketf51X9FcvXX38Nc3Nz9PT0MKnC6xRjaRNG1Cteus7/UnY2Nzc3Ti7Vp7Um+pndS9pfgU2WtsuXL79uwL10r8KTFhgYiC1btrBnQUCrBJRHOkkLiJQ4j4uLC+PfhaImvb50EcK5r68P5ubmiI6OBpEWMiKMW+GNkObdEGmhHfqseiNGjEBQUBBcXFx0noE0SV9gbYUSq5/4L2icBZxJ4LYBrTdQaigJikjpsywuLgagnVz0FVvpOxBQLpEXpg978PLyQnV1NUMHxTbBeidyWQAtVEtKgUykhX2Ic5aWliIyMhI3btzAiRMn4OjoiBs3bqC3txdqtZqVFGlelTjPhg0boNFoQETsRVq6dCnTeIv3JfaX5nvpj8XKykqGMMyZMwc3btwAAB1SA0Drpc3OzoalpSUePnyosy00NBQpKSmwtLREa2srWlpaoFQq4efnB41Gg8jISL72e++9xxFIhUKBuro6GBsb46efftIZt19//TXkcjns7e1Z6JqYmGD37t183WXLlmHs2LHsERbsduXl5RgyZAhf08XFBUqlkmER+k3/GwDAjH1EunTgv/TdiiZ10AhWQ8m+/zJ+XrO8KmItfbYODg46BrIU6y/NL5Xm/QllTThgiouLOb9GzJ9VVVXYuXMniAgPHz7k91tWVoaamhoUFxfjwYMHUCgUqKqqQk1NDc6dO4f58+eD6Gc0wMmTJzFhwgQ8evQIvb29WLRoESvTGzduhJeXFyoqKthRJy33IFWMpU0aXRDRTkAb3ReK9+XLl1n2iO993bp1GDx4MCIiIgD8zAA3ZswY5OfnAwCuX7+OmTNnAniZwfTRo0eoqamBnZ0dR6EA4NKlS3jvvfdY4Tpz5gwOHTqEyMhITJs2DdHR0VizZg0bkcLBEBoainfffRdKpRKTJk3CggUL4OvrqwOhDwkJ4f4KRW3JkiWcGypIeIi0ThpDQ0Ns2LCBKaOJtDmO7u7u2LdvHxQKBQwMDNDY2IimpiY+T2ZmJlMfz507FxcvXsSyZcugUqk4or5jxw60t7cjLCwMT58+xbVr15CUlIRVq1ahoqICs2fPRlVVFdrb2xlGLYgvBGW11Km2fPlyfl8AUFZWxmMO0EIIMzMzsXPnTjQ2NkKpVGL8+PG4fPkyjIyMMHToUJiYmKCtrY37mJmZiQEDBrDzVsxTERERyM3NZeiggDkJ1jsRpTtw4ABcXV1RXl6O5uZmHoNbtmxBY2Mj3nrrLWRlZSE2Nha1tbWoqKhAYGAg6urqoNFokJ6ezhHGzMxMPHr0CDt37uSIe35+PnJycmBvb4+IiAjY29sjMDAQbm5uaG9vx5IlS+Dh4cEQbJVKBQcHB1hbW8PMzAx79+7FgQMH0NHRgZycHMTHx6O3txfe3t6ora3FgwcPkJaWhu+++w7W1ta4ceMGgoODkZKSAh8fH2zevJlTLh48eACVSoWkpCR4e3ujqKgIa9euRVRUFKKiopCTk4PY2FgMGTIE77//PlxcXLBp0yZmhcvLy4NCocC2bdvg6+uLs2fPwtjYGPX19QgKCkJAQABDXBUKBYqKijB16lScO3cOwcHBcHV1hYuLC9rb25GUlITm5mZkZ2dDLpdj/PjxGDRoEEJCQtjI9fHxQUtLCy5evMikIqamppg+fTpGjBiBuXPn4tKlS6wfGhgYYMWKFQC0DLrCoTBv3jy0tLTg6tWr7MAVSIdt27Zhx44dOHnyJDIzM3H9+nUen/+onPofFxq/2sFfUbB/TZi/aj0R6Sihrzuf+CvYb/T3X7RoEa8TSpJoIplbOjn2798fRMS1HKSKCaALA7O2ttYJp/v7+/MkLyUMkPZZ4Cb1FZ2RI0di//79PPEAWs9jQkICbt68qWNF+/v786QgmmD5ItJ6B48dO4bTp0/j5MmTrNhJ74OIUFdXxwO/rKwMlZWVfB79Js6TnZ2tI6he9S70j5ey0928eRO2trbw8PCAQqHAwoULAQDh4eGciyGODw4Oxvbt29noffjwIaZNm4bu7m6dZyiaFCIpqFMBrRIsPIVExO9YLAKyRkRc20V4fUXulVD2bWxsOIoljouKikJZWRn69+/PEwCRFgInhOzcuXNZWEjpZgFd8g8p/bHwFgtDFNDNRSEiVrYFmYSIHMbGxmLp0qVobm5m74/wxkqTgaV1RKTU6nZ2djq5Ojk5OaitrYW/vz/u3r2r46EU3sKgoCA+Xiglvb29WLZsGdLS0nSSlsX3ZWFhwc9DUHR/8MEHnAcgvVcirRGWn5/PSdgC7y/GZWFhId544w3MmzcP5ubmmDhxIszNzZGdnY0FCxYgKChIp7ZKa2srUlNT2YMujD0iba5ga2srK57CQ0ZEbBwKJU2pVLJhJ+2vcGKI/QHoODEA7TgX36f0WGlESHzD+vlCoklqEv3L+Pn/WE4FBgbqRCZfdT4bGxucP38eGo0G9+/fZ4/zuHHj0N3dDaVSib6+Phw6dAixsbE6cCphdBNpo84qlQqOjo6wsLDg6Kubm5sOm2pZWRnLPj8/P2zcuBGXLl3CgwcPEB0dzU4owbr14MEDfPfdd9znjIwMvubEiRPx5ptvwt7eHsuWLUNpaSlUKhXLpPLycmZHq66uZgRCdHQ00+QCWqNdfF+LFi3CqlWrUF5ejqqqKlRWVmL06NF8PyNGjAAAjBo1Cvn5+Uz7nJWVhZycHHh7e8Pe3p6fIwD09PQwjC8lJQVDhw7FpUuXdCC2IhrU0tKCAQMGAPgZrl1TU4P29nZMnjwZGzZsYIdGeHg4z+MxMTEIDw+HgYEBywnByCWM3s2bN2PlypWoqKjg/CwiYsfNsmXL8NFHH2HQoEFwdnbG+PHjcfr0aYSHhyM/Px/vvPMOzMzMmNhHLMLJZGxsDDc3N1hbWzPEUS6X4+7du/Dw8ICpqSn8/Pz4WYrjYmNjkZWVBUdHR/j7+2P37t0wNTXF+vXrERUVhd7eXvj4+CAhIQEHDx5EQkICenp6WN7FxMSwXBUMY0TEjsegoCDMmTOHoypCNolx1tnZyTlgIkISHx+PgIAArF27lh1icrmcmeMEMiU0NBTvv/8+mpqasHXrVgDA5MmToVQqkZGRgUuXLuH8+fMcEYmKisLGjRsRFxfHzs6SkhJ0dXVBpVLhwoULsLe3h0qlwpIlS6DRaBAcHIzk5GQEBATgyy+/xLFjx6BQKPDNN9/A29sbCQkJ6OzsZKY+Nzc3uLm54bvvvmM9ceHChTA1NUVgYCDS0tKQlpaGPXv2oKysDGZmZkhJScFHH32E9PR0ODg4wNfXF15eXnBzc4OXlxdSUlKgVCqhUqkQGRkJU1NTdHV1MdtuTU0NOjo6EBERAWNjY0yfPh0rV65EUVERzMzMmDFw2rRpWLJkCXJycmBtbY1t27Zhzpw5iIqKQl1dHR4+fIidO3fC0tISJiYmiIiIQGtrK3JycvDRRx8B0KYmHDx4kGnMVSrVS2yXQk8QrLREWuPM1dVVJwXg0KFD2LNnjxSl889j/AiGJOmDEX9FQUIpj7r4q7+8avvrjpFeS0wKgkrxVcdImWled27hqSL6Oe9B1GkR+3l6enLuif41zp8/zzjHe/fusXEBgEPGL168QHR09EtsQeK3MGz0+ykG3uuEuDQhX0odnpCQwINO5CQAWqGqn/fU19encz9Pnz5FfHw8F50UEAi5XM4CX9oPX19fxnITaT3xjo6OjKkn+pnY4cWLF+yZS0lJ4cRN0TZu3Ihjx44hNzcXixYtwrp16zhisXTpUoZiff311wyLE03KjCUS3Tdv3oynT5+it7dXBwqi/x5F9G3evHmcsE6kZckDtPkgIiwO/Jzofu/ePajVatTX17MRdOHCBVhaWqKuro4FZktLC+eSEekmV+vRQYKI0NbWxgYfAB2FQr/voaGhLESktLceHh744IMPdGAx+uOot7eX82X6+voYRkKkhfAJD3RGRga6uroYsgb8TPft6empw/AklKbvv/9eh1kRgA7zm3hPLS0t+OGHH7BgwQK8/fbbCAoKgpWVFVxcXBATE4OrV6/inXfeeSnHDwB27dqFgoIC2NnZ4cCBA4iOjsagQYP4/MKQ6evrg5eXF/r37w9/f38YGRlxnydPnszEBoJWFwCvEwauyKcQtZgsLCwwZswY9kiL95+ZmYkbN25g9erVTE6wYsUKHWIQIi0zTklJCecTnThxAqNGjdIhapG+74iICDx69Aj+/v46ToN/VKj8b1yItNAkfSNV/BWGgCjYKd0mzbN8nXyR0k7r73v58mWGxykUCp26OoMHD2ZFgUgbLZI6cqSFnvfv34/Zs2frFENWqVRoaWlBTU0Njh07BktLS1y8eBFhYWGs+M6aNQuXLl3iiKMoODp+/Hg0NDSgvLwcT58+xd69exEdHQ1A+03HxcVxtGTatGl49OgRfvrpJ9jZ2XGuw4QJEziB+tGjRwgPD8f9+/exePFidHd3M922yL1NTk7GRx99BEtLS3h6euLFixfYtWsXEhISOD9KQKMPHz6M5ORkREVF8dzY0tKCDRs24Ny5cwz92rp1KxISEpj1S1D1BgYGssMR0Bqhu3btQmRkJDw8PDBz5ky8++67WL58OQIDAxEdHc1w+i1btmDSpEnYvn07Rz+SkpIQHx/PqJJz586hoKAA5eXlLE8zMzOZ/CEwMJAdRRs3bmSIuDje09MTQ4cOxYgRIzjHac2aNdi6dSs0Gg02bdrENZtsbW1hZmaGy5cvY8mSJVi3bh0MDAzg6+uLiIgImJubY8iQIXB2dsauXbvg4OCAxMRElluhoaEYNmwYGhoakJ6ejoKCAiiVSpw5c4bzV/Lz8+Hm5oZRo0ahqKgIOTk5aGtrw7Rp06DRaNjZpNFo8MMPP+D06dOws7PD1KlTUVRUhIqKCrS1teHq1atITU3VcQaam5uz8alSqZCWlob9+/ejoKCAcxhDQ0Ph5ubGugygnVt7enpYVxC1lwAtoYbIqTE2NoZarcaGDRtgYGCAlJQUZp8j0joO1Go13n//fYSFhenU23JwcEBAQAC2bNkCDw8PjB07Fjdv3sTRo0ehVqtx+vRpXLp0CePGjUNhYSGKioqwdetWhoqLaEpISAji4+NRW1sLZ2dnFBcXw9bWFjdv3kRnZyf27NmDtWvXIi0tDUqlEmVlZYiLi4NcLkdTUxOsra1RVFQEIi0CQ+SCRUVFwdPTE3V1dZg4cSJWrFiB1atXo62tDXK5HFOmTEFPTw9Wr16N06dPY+nSpfD390dubi56enpQXV2N48ePw9vbm5lOjx49Cn9/fzZW6+rqEB4ejoCAAAwaNAihoaFISEjAnTt38OLFCxBpkSCZmZmczyeK1tfU1LAOIJwfpqamiImJQWNjI6KiohAeHo5Ro0b9t+TU/7jQ+LVF5FlI26sExeuEhlCu9Gk3BZZf7CslESB6PVxEKKPC+ywUeum1peQKYv1PP/2ks04K55HL5bhy5YoOwwsATiQNDAzUKWgaEBCAuLg4TnQfN24cAC00SqqQSZMe33rrLS4oKu2HEAjr16/n8xBpk9TE5C/uCdBCCkSkRoRTBaRL0AQTEbNhSRehAPTr1w8nT57UIWXo6+vTYQYSytyIESMwbNgwREVFYcqUKQDA0CVTU1M8e/bspVoVogkaUtHERCWXyxnmJfUqSFtHRwcL1jNnzgD4uViltAnDvLa2FitXruT1UsjX8+fP8eDBA6ZRFdcSDEsNDQ2YNWsW7t69y3358ccf2WO/bt06mJubo7OzE8bGxmhqauL3ISIGNTU1zOt/48YNhISEQKlUYuDAgViyZAkAbU6BMNKBl+t4+Pj4YNKkSToRuBEjRrDBKQg7KmiB/gAAIABJREFUxOQjmlBM7t27x/+LCIiVlRV6enp4YhKTl2iC7UXAEMUkLBwFUnjQkCFDONIXEhLCipt4TmJcCiVQfD8it0f/PQuD8eTJk1i1ahVkMhnCw8OxZMkSjsYJrDYANu6Ki4tx8OBBzleLi4uDhYUFG3QNDQ3suZTmWwmDWtTZKSws5Pcnvj3hhJDL5Wxkb9y4EWfOnNHJBfvxxx/ZMyuoPjs6OnDmzBm+bwA6VN4iR+Cdd95h5jEATJRARAxNFf+PGzdOOo/9y/h5zSJlP9OPHv+jckqtVjPRDqBNitcnURFRPjE2RBFlcQ5LS0tMnTqV5YsYX/X19WhpacGuXbswY8YM3Lp1C6WlpS+VHdi+fbsOpE2lUuGTTz7B7NmzERgYiNraWixfvhxNTU0cYVWpVBgwYACio6ORnp6Ot956C/fv30d0dDQSEhJYTgkv/pYtW5hkxMjICJGRkdi1axf27t0LuVyO8vJyhIeHY+LEiTA2NsahQ4egUqnQv39/ZGdnw8XFhVESiYmJLNMOHjyI0tJSPHz4EI2NjfysUlNTER4eDrVajfb2djg4OOD48eOwtLSEo6MjOwUMDAxgbm6OiIgI9OvXD0uXLoVGo8GyZctgbGwMGxsb1NfXY8OGDTA2NoaRkRH8/f1BpGXdlMvliI2Nhbu7Ox4/fozGxkYcPHgQCoUC27dvR1BQEMOJjxw5gqtXr+LGjRvIzs5GT08Puru7ce7cOWRkZPDzVigUmDx5Mjs9Z8+ejfb2dgDaGkQlJSXYvHkzJkyYgOrqajx8+BDFxcXYv3+/jlOrpqYGhw8fRl5eHkJDQ9Hd3Y0jR45wPnNXVxe2b9+OzZs3M326tbU1fvrpJ849KygogEKhQENDA8Mmt23bBoVCgVOnTiEzMxOrV69GSUkJVq1axbV6duzYgbi4OAwePBh5eXlYsWIFK8QqlQpRUVEcMQK0kUZ3d3dMmjQJnZ2dWLt2LUcrv/32W0RGRjK7nYhAOjk5wcPDA8bGxti8eTNmzZoFKysrKBQKtLa2AgDTXUuZTCMjIyGTyZg5b9myZTA0NGS2xS+//BK3b99mA2Lr1q24e/cuwsLCkJ+fzxD4qqoqDBkyBFeuXIFcLkdtbS2eP3/OtNOdnZ08t4txOX/+fISFhfE3WlpaCjs7O8ycORPz5s3DyZMnsXPnTri5uWHQoEHQaDQICwuDvb09YmJi4O/vj5UrV8LAwAA1NTVQKpU4cOAAUlNTGYq4fv16pKen4/3330d8fDxHgObPn88G6pw5c6BUKtHa2spMdocPH8bSpUvh6emJ9PR0xMXFwdraGi4uLnj+/DnCwsJw/vx5BAUFwdPTE4sWLUJBQQGqq6uRlZWFjz76CCdOnMC2bdtYn/D19cWZM2dQUlKC6upqqFQqzJgxA0+ePEFQUBAWLVqEWbNmITIyEt988w2cnZ25jtbz58+Z+IWIWH8n0kJqBXHKf6375zB+BIuOULykguBVAkT/f7FOGD/z589/qTCa/u8xY8a8UmC9rol9BD+7ra0tw3WEAeLu7s6RkDfffJMxtQ0NDXj27BmHOUeNGsWe5wULFujQHEqJEaT9Egmu0kVMytJFypyhf8+in4JRSNpE7o+BgQH27duns62qqoq9d1J4oIAWANpE9ry8PCQmJurAnfT70tnZyUoyoMV6Cy+4dD8h/ADdIo9EujlDr8oRkiqGUqy9YEgT+6emprKxRaRlmJs6dSpiYmIwffp01NTUMHQA0OK8BXZbir0n0lZzHzZsGFQqlY6BKAwYaURM5FmIY4X339TUFBUVFTp92rBhA3x9fXWejyhkKMaaNBleKLLz5s3DkydPoNFo0NXVxUbAO++8g2fPnmHx4sXIzs7mSMOsWbP4mvv27QORNjogCvJaWlqisLCQo4ptbW0gIi7gCIDHnpTpbPr06Tr3OmjQIIwbNw6DBw9mem4irQFSW1uLEydO6JBRiGM/+eQTDBo0iHO27t69Cx8fn5fq/gBaz+6IESN0lPy7d+/ycxbrxN9t27YhPDwcx48fx/Hjx/Hdd99BrVYjOTmZvcUKhQJHjx5lCOWePXvw/PlznDx5kr3hM2fOhKenJ44cOYLt27cjICAA3t7euHfvHlpaWqBQKNCvXz8uSrtixQrY29sz3G/OnDk4d+4cpkyZAiJttEBE4aTN29sbOTk5/OwcHR0hl8uZTVI0c3Nz1NTUoLGxkb2PALBixYqX5lJJkd5/GT+/IqekBDTi+f135JSLiwsWLFgAPz8/rFixgovoCgY36bmFMqB/nbNnz7L3/8CBAzqwOQFn2r17N5RKJZO8RERE4MWLFwgNDWUiEQcHB0RHR6OjowNr1qzB9u3bERISgpCQEPY8E2mNajEW7969y9HjpqYmmJubs/NFGi0Wi4DJipyWQYMGISEhQYddTSANuru7ERERga6uLnh6euL+/fsscwFwno+bmxtKS0tx8OBBHD58GLt27UJubi5H/6uqqjiPyMnJCUePHkVPTw/c3d2RmpqKxMREZGRkoLm5mecy0RYuXIjS0lIsW7YMs2bN4mRwAXNvbW1lOvHg4GCUlZUxrEc4RGbMmAEfHx+Obvv5+XFegzSHxMbGBjt37sSWLVt4Llu/fj0WL16MPXv2YO7cuUhOToa7uzsOHDjARSbd3d0RHx+PlStXIi8vDwEBAZg5cyaOHDmCqKgoxMfHw8TEBFu2bGG65cWLF8Pd3Z1ppgWMeNGiRSgrK0N7ezvq6+uxb98+WFtbIysri3NrLSwsOBFdoVAgJycH7u7u6OjowMiRI5Gfn4/IyEh0dnaio6MDbW1t8PX1hZOTEyIjIzkZXshGFxcXmJmZwcfHB1u3bkVubi7Kysrg5uaGMWPGwMnJCdu3b+faOUlJSXjx4oUOeqW0tBQ2NjaIiYnBpk2bmIksPT2dx+e6des4Sd/U1BS9vb1ISEjA3LlzYW9vD0Cbt7Vy5Upcu3YNNjY2eOutt+Do6AgXFxc4OjpyuoOVlRVqa2uRl5cHjUYDX19fXLt2DQB4DHl6esLR0REJCQlMJBUREYG1a9eio6MDhw8fxp49e/DDDz+gqKgITk5OOmVNNm3ahJqaGuzbtw8HDx7EwIEDOVqmVqsRExODyspKVFZWorGxkWu/aTQa7N27F2FhYaioqMDWrVtx7949lJSUYPv27dBoNPDx8cG0adPg6emJ0NBQlJeXQ61WIzo6GhEREdi0aROKiooQHh4OBwcHbNy4Ee+//z5CQ0Ph7++P6Oho7Ny5E6tXr0ZNTQ3c3d1haWkJX19fpKWl4ezZs4xU2rdvHyIiIjh6N3XqVAQGBiIwMBCVlZVM6w9oGXXz8vJQWFiI9PR0LgEinDsmJiYs25YvXy50r39ITr1B/z9opqam9Mc//pEAkEwme2m7dmz8cvvb3/5GAGj37t107NgxPs7b2/ulfe/cuUNERDKZjB+UTCYjmUxGY8eO5d/SfW7cuEGzZ88mmUxGO3fupLlz5xIRUUlJCclkMvrTn/5ERUVFJJPJ6Pnz52RtbU1paWm0fPly6tevH/34449UV1dHEydOpE8//ZSIiOLj48nJyYlGjRpFMpmMfvrpJwJAd+7coZaWFr7v8vJyUqlUFB8fT3Z2dtTe3k5r164lAHTz5k0CQBcvXqTe3l4CQKtWrSKZTEY5OTkkk8koMzOTRo4cSTKZjHx8fEij0fD95ebm0tGjRwkAmZmZ0dy5c0kmk9FvfvMbkslk5OnpSX/9619JJpNReHg4+fr6kkwmo/v379O///u/ExHR+fPn6YsvvqDvv/+eIiMjydbWlmQyGT+P/Px8AkBWVlZ09+5dAkDz588nU1NT8vDw4Of9hz/8gRYtWkQbN24kCwsLqqqqosrKSp0BffDgQZLJZPTgwQOyt7cnmUxG165d4+1OTk5kZmZGMpmMOjo6qLq6mt5++236+9//ToGBgSSTyejq1atUUVFBnZ2d/H6PHDlCHh4elJqaSoGBgZSbm0vbtm2jixcv0m9+8xsyMDCglJQUIiL68MMPCQDV1NQQAFIqlRQQEEA+Pj70008/8bP985//TM3NzTR+/Hhed+TIESIiOn78OAGgqVOnkkwmo6NHj9KGDRvoxIkTZGtrS6ampqTRaOijjz7icSiTyWjBggUUHR1NWVlZJJPJKD4+nsevgYEBAaC9e/dSTk4Ovf3229Te3k7Xrl0jIiJ3d3f64osvKDQ0lB4+fEhxcXEkk8lo+PDhREQkl8vpr3/9KwGgrKwsGjduHMlkMqqurqbu7m46efIkAaDJkyfT8+fPydvbmwDQe++9Ry4uLgSAhg4dSkREU6ZMITc3N5LJZDRgwACaM2cOvfnmm/SXv/yFPvvsM3ry5Al/j5MnT6bPPvuM7t+/T4aGhiSXy0kmk5G3tzft27ePKisr6enTp/To0SMiIkpLS6PS0lJ+/zKZjD7//HP67W9/SyNGjCBbW1uKjo6mQYMGEQAaPXo0ff311ySTyXj8ffPNNwSAMjIyaN++fbR161ZKT0+nDz74gIiIlEolbd++nT777DOqqKigFy9e0KBBg0gmk9GJEyfo4MGDNHPmTNqzZw8BoFOnTpFGo6HMzEyKi4sjtVpNpaWldOvWLerq6qLDhw9TRUUFRUREUGJiIhUXF1NPTw8dOXKEDA0NaeDAgTRt2jT64YcfqKqqilxdXSk4OJiKi4spNDSUvv32W5LJZOTg4EBDhgzhuWHr1q1kaGhIJiYmvM7KyoqGDh1KfX199Pnnn1NAQAD9+c9/JiIihUJBS5cupezsbCIiunTpEl26dIk2bdr0q3Ps//amUCiop6eHbt68+d+SU7a2tvy7vr6e2traaN26dfT73/+e7t27x9+saN988w0RETU0NNDbb79N06ZNIwD0+PFjkslk9PHHH9O6detIJpORh4cHvf/++2RmZkbfffcd+fj40B/+8AdasGAB2dnZ0cyZM6mlpYUWL15M/fv3p7a2Nvr8889JJpNRSEgIjRs3jvbt20fbtm0jQ0NDevHiBQUHB9PQoUPJ19eXDAwMaNasWRQUFETOzs40evRoAkDXr1+nJ0+ekIeHB23fvp3+8pe/0Llz5yguLo4SEhJIqVRSSUkJ7d+/nwBQamoqAaCysjL69ttv6c9//jN98cUXJJPJyM3NjT7++GNqbm6mgQMH0qeffkoff/wxlZeXk5mZGZ07d47++Mc/0t27d+nzzz+n9957j4qKiuh3v/sdFRQUkJ2dHe3du5e/kUOHDtHGjRtJJpORv78/FRUV0VdffUX37t2j1tZWevbsGR06dIh27NhBWVlZlJmZSTKZjNLS0qiwsJA2b95MX3zxBRUUFFBSUhJt2rSJ/P396be//S1FRkaSRqMhpVJJ//mf/0kajYY6Ojro3Llz1NzcTADor3/9K925c4fs7OyosbGRJk2aRB9++CF5eHhQRkYGAaAPP/yQJk6cSIGBgdTX10cXLlyg3//+9/T8+XP6t3/7N/r000/Jz8+Pzp49S/b29pSSkkKpqan0+9//nqZMmULr168nIyMjOnXqFFVXV1NERAStWbOGhg4dSt7e3jR06FCqq6ujEydOUF5eHkVFRdH06dPJyMiIPv74Y3r8+DFZWFjQkydP6Pr163Tu3DkqKSkhuVxOe/fupa+//prGjRtHfn5+tHfvXoqJiSGZTEZZWVl06dIlcnZ2pvr6elq6dClduHCBhg0bRgMGDKDPPvuMbG1tafz48WRsbEy/+93vyN3dnRYvXkzPnz8nmUxGw4YNo+zsbCosLKRTp07RgAEDqK+vj3bv3k0vXryg3/zmN3Tw4EH65JNP6Pnz55SQkEAffvgh9e/fn/7yl79QYGAgffvtt7Rt2zZauHAh/elPfyIfHx/69NNP6euvv+a5ffjw4ZScnEydnZ2Un59PycnJNHnyZOrs7KR+/fpRc3MzjRgxggwNDcnAwIDeeustcnV1JZlMRkuXLiVDQ0N69uwZf5dyuZyWLl1KP/zwA7399tusX7W1tVFpaSnNmzePzpw5Qz/++CMNHjyYenp6KDs7mxoaGig4OJhsbW2ptbWVfH19aeDAgTRhwgT6j//4D3J0dCQAFBwcTE+fPiV3d3f629/+Rn//+9+pr6/v/2HvzcNy3tr+/9enSUUkMpckRabMdqIyDxERahPamechZUhmIvOURIgyJpGhUm1JRZKNIu1ChpQhktrC+v7R71p39n0/z/d+/vo9z/F91nF00NV1fYZ1rc8613m+h4UQgvT0dF69esXTp0/JyMjg2LFjAFhaWvLs2TPOnz+Pi4sLQgjMzMyoW7cub9++pbCwUMbnzZs38/r1a9zd3cnIyCAtLY1+/foxY8YMvnz5QkFBAW/evMHW1paUlBSmTZtGz549efv2LUVFRRw7dgwNDQ0WL17Mt2/fGDFiBM2bNycqKorIyEjOnTvH2bNnWb58OSYmJmhoaLBgwQIaNmzIzp07qVmzJl27dpWxaMqUKWhoaFBaWkpiYiILFizg2bNnAFhYWDBr1ixGjBhBcXExx48fZ+zYsQQHB//7E/a/kyH9//nTqVOnn4TyVf+lSkXmX/1e9V9VU4m2qwqMq35eVWH9j45X9f8nT54Uhw4dkoLgPXv2iGXLlomjR49K9Kbq51T8YBWHGf5hkfnt27d/ec1QyaE+cuSI5KJCpV5GdYy/uzKp6AhVj1dSUiJpX1BJx1FVLbp37y73LImPj/9PK5OqVlWUXnXTRKjUnfz48eOnyqRKNK9qKsti1fkAaVBQFTFQ/a2qwK24uFicPHlSANJBS/WjqlquWrXqJ9MJVTX8+/fvYvr06WLv3r1CTU1N2nXq6OhIAaSKqnTz5k1pAhAQECDpIFu2bJF7GI0fP172naWlpQgKChJQaYstxD82mXz58qXYunWrmD59urQ6VtHJ/t7g592+oVL0fuTIEeHt7S2F6UOHDhXe3t4/oVaqcdS/f3/RvHlzYWRkJOmGHz58EIsWLfrJxlQlEo2MjBQrVqyQu18nJiaKZ8+eifv378vqc9Xr+/uYaN68ueRHV319wIABIigoSCKhKiqhEJW0P5WtaVlZmXBzcxMVFRU/2XRXPVdVFzNAoqd2dnaiR48eYuzYsWLr1q1iwIABYs6cORIa9/f3l65PKj5+1eusuhGvnZ2dpLypxowQlVXl1q1by716YmJiJCqpKIqswAnxDxMJFXpV1ezhwoULIiUlRdL/VJ/Zs2ePePTokTh16pQwNjaW2gghKjdChEpHpo4dOwpvb2/RtGlTER4eLhwdHWVF+eDBg/I+VRRSlSW+ah5RPe+qKmnVjSSFED+JTlXWvFW+h/9Ffv6DnxYtWsh9v1ToqKrfqqKV/yquqPRiVZsqVvj4+Aj4Zxq2qsL6H8WphIQEYWFhIZ4+fSp27Ngh/P39xdixY0X37t3Fxo0bpdZStWVAt27dRH5+vnj8+LGkQqlsnvv37y91iCqRvcqyWggh5+CtW7eKLVu2SEMDU1NTydUHpEWzqk2YMEHExMT8hNafO3dOjveaNWuK6dOni2XLlskNM2fPni2pMyrrd9Xxu3btKoYMGSJu3rwp440KDc7IyJAx68KFCwIqK/8XLlwQc+fOFS1bthS5ubni5MmTEtG9f/++NISoajs9ffp0UVhYKMLCwiQqpZrzDx48KCvXZ8+eFdu3b5fxA/6xObXKpXLlypVi3bp1Ij8/X9jb20s9yoULF8TixYuFn5+fcHBwkHOro6Oj3KpAhe4HBQWJNWvWCHNzc0k9s7GxEevWrRNubm5i0KBBYv78+WL27NniyZMnYvz48WLz5s2ie/fuYtiwYeL27dsiICBAfPjwQZw8eVKsW7dOeHl5iQ0bNoj79+/LfXXi4uJEdna2iIqKkvPd7Nmzhbm5ucjNzRX9+vUTixcvFlu2bBHLly8Xo0ePFpcuXRIzZ84Uy5cvFwcPHpR05sjISGFvby+mTZsmbZs9PT1Fy5YtxdmzZ8WyZcvEpEmTxKBBg0SbNm3E9u3bxaVLl8SuXbuEr6+v8PX1FTVq1BAHDhyQZhiq5+HLly/i+vXrYsiQIcLW1laYmJiI2NhYkZqaKlxcXMSqVauEgYGBGDBggLh//74oKCgQ06ZNE5s3bxaBgYEiKSlJnD17VorzZ82aJUJCQsT69etFRESEmD9/voiMjBQRERESVR04cKCoW7euMDc3F1OmTJEIPVSac6jYCB4eHmLu3Lli3bp1Ytq0acLb21usXLlSjrVJkyaJIUOGiGXLlkl0Q8VgmT59umRLTJkyRYwbN0706tVLrFu3ThgaGkpa4/jx48W+fftETEyMCAgIEFu2bBE3b94UDg4OIigoSNKkZ82aJSwtLcXixYtFw4YNxfnz54UQQhgZGYk9e/aIgwcPSiTbyspKpKeni40bN0rb9bFjxwofHx+RnJwsoqKiJJ1uzpw5YuLEicLHx0eMHTtW7Ny5U8yaNUtqeTZv3iwmTZokWrZsKU6cOCEMDAzE3r175XOpiuGTJk0SixYtEqWlpTLWq4xQVJvEC1FpaKViofxX4tR/e+Tnzp07JCUlAfwT2iJEZUVbVS2p2oQQfP78Wb7n7t27AAwaNAiorA6rPqM6HkBSUhIWFhYAmJiY/HQ8VRVZ9d4xY8Zw+vRpiSyEh4ezdu1a3NzcZJXNwcEBRVFYu3Yt1tbWKIrC8+fPEaKyUufh4YEQAnV1dYQQFBYWynN17twZIQRubm64ubkxfPhweX7VvamOo7o2VeVZ1RRF4dWrVwB8+/ZNfubSpUv4+PgghKBVq1acOXOGR48eYW9vT3x8/E99LEQl2qQoCoMHD5bHVJ1v27ZttGrVCl9fX4QQDBgwADU1NU6ePElwcDBz5szh2rVrP13jp0+fALCzs5Pn2Lp1q0TG5syZQ5cuXeTfnj17JvslICBAvh4VFSW/DyEEr1+/RlEUJk6cyPLly1EUhRMnTrB48WLZz3v37mX69OlkZmbK19PS0oiNjZX3rSgK1tbW8u/Tpk0jMDCQ8PBwLl++jJGREQ0aNODNmzcS8TM3N+e3336jT58+/PXXX5w9e1aiSW/fvmXBggWoqakRGxvLgAEDePjwoTyXsbExgYGBciyfPn2aJk2ayOvZt2+frAzOnj0bgNzcXNzc3Pjll1/kcTQ0NBCiEonMycnBzs6OwMBAEhIS0NLSIjIykgkTJjBz5kyEECxfvhwAHR0dtLW1WbVqFUIIevbsibGxMfv37/9pLCmKwuHDh7lw4QJCVFYoV69ezbRp0+R4WrduHR06dKCkpIQrV66Qk5PDhAkT5Hfn5uaGnp4e48aNw9zcnHnz5qGtrc2RI0eYMmUKiqIwfPhwPnz4QExMDMuWLaNr164MGzYMIQQlJSUIIejTpw9t27YlPj6epKQkFi1aRKdOndi2bRs7duxgxIgRnDt3juzsbCZMmICbmxubNm1i0qRJeHl5yT5r06YNUInYZWVlsXv3bpYsWSJRoAULFnD+/HmcnZ3p168fiqLg6urKhg0bUBSFW7duMXToUHm8kpISXr16xb59+xBCSERICIGmpibJycmMGDFCjuGAgABOnTpFy5Yt6dy5M8+ePePx48e0atWKq1evSrTt9OnT3LlzB09PTxo3bkxhYSGurq5cvXoVe3t7FixYQFpaGkIIVq1axY8fPxg0aBC2trbcu3cPZ2dnAFJSUmQ/q65N9WNubi7nWXV1dc6ePQtAw4YN/2sT9/9j7cmTJwQFBQFI1F/1navmlTVr1lBcXPzT51TztxACXV1djhw5AlQii3/99RejR4/myZMnPH36VMYDqIw948aNo1atWowdO5aCggI+fvwox+DMmTN59OgRurq6bNu2jT///JOwsDC2b99OXl4eq1at4syZM3z9+hVPT086duyIkZERJ06coEGDBiiKwvjx4xFCMGPGDCwtLeXcLoSQKK+iKBw/fhwhBDt37sTJyQkTExMUReHgwYNUVFRQXl6OEEJW9hVFoVq1asTFxdG2bVu+fv1K586dOXXqlOyTly9fUlBQwN69e+ncuTO7du3CwMCA/v37c+fOHQ4cOMCWLVsk06KiogJ/f38mTpyItbU1a9asQVEUPn/+jKIoDBgwgEOHDjFu3Dj5jAwcOBAfHx9cXFyYPHkygYGBvHz5ksmTJ2NhYcH8+fP5+vUrAEOHDiU/P5/4+Hisra0ZNWoUP378wMHBAXd3dxITEykvL+fz58+Eh4czcOBAMjMz5f2o4pcKySstLUVRFFq2bMmtW7cwMjLC0dGR5ORkSkpKmD9/Pn5+fri6ujJmzBhu3LiBEIJRo0ZJRFs1xtasWcOUKVPYv38/W7Zswc7OjjFjxvD8+XOqV69OjRo1KCsro169erRu3ZpatWoxYMAA2rdvz4sXL0hOTubGjRvUrl2b8vJyWT1/8eIFe/bsYe7cuezevRtvb298fHx4+PAh165dQwhB//796dChA9bW1kRHR3Pq1Clat25Namoqbdu2RVtbm0+fPmFhYcGBAwe4d+8e9evXZ8uWLfj7+1NSUkJoaCiNGjXi7t27LFiwAHV1dZ4+fYqFhQXt2rXj/v37pKamUq1aNTQ1NVFXVyctLY2SkhKOHTsmERWojGNmZmaMHDmS3r17M3r0aPLy8ggKCuLy5ctYWlqSkJDAy5cv6dGjB/7+/iQnJzN69Gg+fvxIfHw8jo6OPHz4EEdHR0aMGIG5ublEz5s3b860adMkK+TixYuEh4czfPhwZsyYQY8ePTAxMSE2NpZz584hhKBx48YsWLCAUaNGkZGRgZWVFYaGhvTo0YP+/ftjampKfHw8xcXFWFhYYG5uTlpaGq1atWL58uUsW7YMNTU16tSpQ8OGDXFxceH9+/fY2Nhga2tLWVkZSUlJRERE8PTpU5o3b86gQYPo168fMTExpKen4+bmxsiRI7l8+TJbt26lbdsGxTWeAAAgAElEQVS2VFRUsHLlSgYNGkRCQgL79u3D0NCQQ4cOoaamJhlGr1+/JiAggJiYGP7880/8/PyoV6+enM92797N8+fPef/+PUuXLuXRo0fMnTsXKysrqlevTllZGS1atCA/P58pU6Zw8+ZNbt26xdGjR0lLS+PIkSOcPn2a8+fPc+TIEZo3b87Vq1fJzc2lVatW9OnTBw0NDQYPHoyzszO6urro6+vTqlUr+QwcP36cxMREGeP+nfbfPvlRtb8nN1XbkiVL/uXrKooNwIYNGwDYvXu3pEb9nZrw93Oo6EBV36d6j4+PDwCXLl1i586dAHKBX1JSgpOTE/v37ycnJ4fo6GiWL1+OlZUVQgh0dHRISUlBV1dXQqOKovDmzRvq168vz/fx48efFuOOjo4IUUnVUy3yFUVh/vz5P127EIJr167JRKphw4YYGBgQHBzMxIkTCQkJkfAygK6uLk5OTrRq1QohhFxMA1y+fBlFUahVqxZCCLkgPHz48E/J0aNHj+SEXvWaP3z4gLq6OnFxcXJh/vr1a1avXi0X/fPnzwdg165duLi4YG5uzo4dO6ioqJB98OnTJ7y8vGjZsiVeXl6MGTOGBw8e4OTkRG5urjzfkSNHEEIQFhYmA0ZAQADfv3+XfePh4YGiKDx69IjIyEiCg4Np3bq1DPBOTk5UVFRw584deT8nTpzA0tKSESNG0KdPH6Kionj9+jX9+vXDy8uL1NRUSYkaOHCgDPY7d+7k0qVLtG/fnj/++IPdu3ezZcsWoqOjJaVv1KhRnD17loEDB0rKpZqamqQsKopCWlqa7NeIiAhmz57N8OHDsbS0xNvbm+zsbKCSKrl48WJ27twpqWEXLlzA1taWR48e8fjxYzZv3sz27dtloqwoCn379uXTp08EBgb+9P3FxcUxbtw4hKikTgLk5eVRWlrK+vXr6dmzJ9euXaN27dryM0uXLsXGxoatW7cSHh7O9+/fadq0KQBbt27lyJEjfP78mWPHjsnCgKIoPHjwgODgYHR0dDh//jwGBgb07dsXExMTQkJCJP0uJSWFFStWMHz4cB48eMCcOXMQQtC5c2dsbW2xtLSkpKSENm3a4OLigre3N5cuXWLSpEkyYWvatKl8zjZu3MibN294+vQpvr6+DBkyhMmTJ+Pn5wfAtm3bOHPmDKampiiKwo4dOygqKqJfv34IIbh7966kcjo6OuLo6Cjpsa9evZLXl5yczKNHj5g3b54MnoqiMH36dBISEliyZAmjRo1CV1eXiooKHBwcGDhwIBMmTODdu3d4enry/v17SkpKSEpKorCwkHXr1hEaGkq7du0oLi4mNTWV9PR0goKCyMvLIzc3F39/f3R1ddHR0ZFzxLlz51izZg316tUDkAngqlWrAFi7di02NjaMGjXqpwLK/7b/vD1//vw//NuKFSuoVavWP70+fPhwAMrKykhPTwcqx+Tx48cZP348LVq0wMrKijt37hAdHY0Qgn79+gHwyy+/yIRFX19fHvPBgwdcu3aN3bt307RpUxwcHNi4cSMlJSVyTl+8eDFBQUFs2rSJT58+ERAQgJOTE5s3b5bFqEOHDjF8+HA5TzRt2pQzZ84wbdo0FEVBR0eHv/76iy5durBv3z6GDx/O5cuXyczMJCoqirKyMhwdHVEUhZ07dyKEoHv37nz9+pXnz59z/vx5FixYwL59+3B2dubQoUNkZWXh7+9PQEAAiqKwZMkSSZO5evUqS5cu5fbt2zRo0ICioiI6duzIgQMHWLx4MdWqVUMIQVlZGXfv3sXT0xMhBAUFBRQUFHD8+HG+fv2Koig0a9aM06dP4+HhQXl5OYqi8PLlSwwNDYmMjGTKlCmcOHGCFi1aMG/ePPbu3YudnR3379+nQ4cOhIaGMnr0aL5//05RURGKovD161eOHz+OoaEhI0eOpFevXoSEhGBqakpYWJikRHp4eFBUVMSTJ09kIeThw4dMnTqVGjVqsGfPHjw9PTEyMqK4uBgHBwe2bNnCunXraNOmDaWlpTRr1owLFy6watUqevfuzezZs1m6dClmZmYMGDCAJk2acO/ePU6dOkXjxo05ePAgAQEB1KhRg5o1a9KkSRMSExP58eMHNjY27N27lxMnTrBixQr69euHtbU1AQEBhIaG8uuvv9KtWzcGDBiAsbExX7584f79+yxbtozjx48TGhqKoij4+vqyY8cOuXiNjo6mWbNmHDhwgL59+xIaGkrLli2xs7MjPDycnj17oiiKjK1ubm4UFxezYMECMjIysLGxoVatWowZM4Y+ffpgamrK169fsbW1pUOHDly8eJEhQ4bw4sULrl27xpcvXyRl99OnT1RUVLBmzRoaNmzIixcv0NbWZtGiRejo6ODj40PDhg25d++eLDDVqFGDBg0acO/ePebNm8f79+95/PgxHh4epKamMnLkSFJTU0lLS2PPnj1kZWUxcuRI2rdvj56eHn379kVLS4vXr1/z5s0bfH19uXjxIiEhIcTFxXH79m3279/PkSNH2L59Ox8/fsTExISYmBg6duzIs2fPaNWqFV5eXtSsWRM9PT02btyIgYEBdnZ2TJs2jY8fP9KlSxeioqKwtLQkOTmZFy9esHfvXp48eULNmjUZO3YsGzZs4MuXLxgZGbFv3z7evn2LkZER1tbW2NnZ0axZM+zs7FiyZAn37t3DysqK48eP8/z5cz58+ECPHj148eIFY8eOxdvbm5CQENzd3RkxYgRXrlxh4cKFfPv2TcZnCwsLKXfIzc2loqICJycnysrKSEtLo2/fvtSpU4fw8HAWLlxIZmYmBw4coKSkhClTpmBtbY2mpiaOjo4AVKtWjby8PAYNGoS2tjZPnjyhQ4cOlJWVcfv2bR49esTq1atp2LAha9asYenSpbKA8u+0/zHJD/znCZCq/T2hUf1++vRpFEVh9uzZDBgwAEdHR27duoW/vz/v3r3D3t7+3zq/qpK0du1aANzc3Jg7d+5PSMn8+fNp3749iqKgq6srq8UHDhyQ71NVy+bOnSvvq0GDBqxevVomOJcvXwYgPz+fXbt2ycV1kyZN2LRpkzxfSUmJPK6Kg9q3b18MDQ3lAsva2ppOnTpx+PBh3NzcCAwMlIvV0aNHc+7cOXl9d+7ckdzWwYMHM378eFkh1tXV5eLFi1I3UzXZqYpGde7cmdGjRzN58mRevXpF69atqaiokEFHW1tb3ltCQgKtWrVi0KBBhIWF0alTJ9nHderUAcDDw4NNmzbRokULatSogaIotG3bll69etG8efOfKmHNmjWjpKREIj/z58+nZs2aP1W0hRBygnZ3d5d90bJlS2rWrImGhgYdO3Zk2rRp3L9/n19++QVFUejZsycODg7y/aoFddeuXeVrixYtkomDj48P5ubmJCYm0rZtW9avX8+0adNkNTApKYmTJ08CEBkZyalTp35KPlRo2osXL9i+fTsaGhokJyeze/dubt26hb29Pfr6+lhYWFBRUcGCBQvIzs6WOioVf1pRFDp16oSfnx/dunUjOzub+/fv88cff8iqrY6ODpMmTWLRokXMmTMHfX19Tp48SbVq1Th//jzXr19HCEGHDh04ePAgy5YtIyQkhOvXr/P8+XPJTVYUhd27d7Ny5Up8fX2xtLSUybKDgwPGxsZ4eHgQERGBn5+f1EG1bduWCRMmYGVlxdWrV+VzUV5ezrJly/jtt99koqZ6ToQQqKmpkZeXhxACR0dHysvLKSwsZOLEiWRkZPD69WtMTU1p27YtXl5erFmzhk+fPknU0N/fn8zMTGbOnEl4eDjl5eX89ttv8l6srKxo3rw5TZs2pU2bNqSnpzNz5kwMDAyoW7cumzZtYsSIEVhZWfH161e6d+8ux1rjxo3ZuXMnS5YsoU+fPsybN4+5c+cSExPD+vXrf5rX1q9fz5cvX/jy5QtDhgxBTU1N6iTCw8PZtGkTY8eOxcTEhIqKCpYvX87ChQsZM2YMGhoaKIpC165dWb58OUIITE1NMTU1pWvXrmRnZyOEIDg4mIKCAq5evYq5uTlDhw4FICoqCgBjY2OEEPj4+FCjRg15bX+fV/+3/etmZGT0b8epO3fu/PQ7IIsWS5YsITIykh49ehAcHIyzszPh4eGcOXPmp+NcuXLlp4RKVfA6f/68fE5ycnKIjY1lyZIlbN26lYiICIQQ3LhxQ8YpDQ0Npk6dSq9evSRKu3LlSjlu2rVrx7t37ygoKMDZ2Vkm9DNnzmTo0KGkpaXx6dMnXFxcqFGjBq1ataJGjRqkp6fLZzUgIIAePXqwcuVKLly4AFTqlkaOHEnXrl3p0qUL9evXp169eri5uXHmzBk2b97M/v37adu2LWZmZjx8+JA5c+agKJX6vLVr19KwYUN27Ngh9SOq+7l586bUolSNU1UZEGvXrqV37960bt2a0tJSDAwM2Lp1K/379yckJARzc3Nyc3OJjY3l5cuXjBs3DiMjI3bs2IGhoSELFy6kW7duHDx4kB49enD+/HnWrVuHnp4e3t7eODk5sXjxYnbt2oWrqyuKolC9enXc3d2ZNWsWX79+JTU1FUVRaNeuHUFBQSiKQpcuXVAUhdTUVKnvWLRoEeHh4YwaNQoPDw+qVauGg4MDPXv2ZMiQIXh5edGgQQM8PT3x8/PDxMSEpKQk1NTUsLS0JDExkYYNGyKEYPTo0bi4uFC9enVevnxJamoqtWvXZuTIkRgbG3Pz5k1+//13ub6oqtV9+vQpOTk5tGvXDj8/P8zNzfn999/JzMzk8+fP9OrVi6FDh+Lr68v+/ft58+YNFhYWVKtWjV9//RVPT0+srKwoLi7m3r17XLp0CS0tLe7evYuhoSHBwcFcunSJ+vXrU1xczJ49e6RO586dO2hoaNCqVSuGDBnCunXraNq0KQMGDJBx5/Xr12RkZFC3bl2ysrJYsWIFZ86cIS0tjc+fP0vtlaJUarFXrlzJ7du3MTAwoE+fPiQnJ2NiYoKnpyddu3ZlyJAhjB07FiEq9aw7duygY8eONGjQAGdnZ+7cucPHjx/5/v07KSkp7Nixg6lTpzJ16lRWrVqFp6cn0dHRQKWm7/Dhw1hZWeHr60tZWRnnzp1j9OjRfPnyhZo1a1KnTh2uXbtGWloaX79+xdHRkbdv35KamsqHDx9o164dubm5rFmzhri4OGJjY/Hx8cHR0RF9fX309PRo0aIFhYWFtGvXjmrVqrF3717S09MxNTXF2dmZ79+/U79+faysrNDQ0GD9+vUkJiaSmJjI+fPniYqK4vLlyzg6OtKnTx/y8/MJCwujrKyMyZMn8+3bN5YtW4bJ/8eOmjlzJqmpqeTm5jJv3jyio6PZvn07P378oEuXLnTo0IEOHTrIua5fv36kpqaSlZWFpaUlwcHBuLu7U1xcjBCCLVu2MHnyZJ4/f46+vj7NmjUjJycHBwcHAKpXr44QAl9fXzQ1NQkNDaWgoAA7O7t/e67+b5/8dOrUiZSUFPm7atKq2pYtWwZAeHg48H8P1CUlJURERLBz504WLVpEnTp1SEhI+GkBXTXoP3nyBEWpFOir0BJVCwkJASqz1GfPnqEolcYEqoWiCj2YO3cuN2/elAnPrl27UBRFit2nTJnCrl27pMg8MDCQQ4cOIYTA2NiYGjVqSOOD/fv3c/fuXTmhq0TtgFwEqR5uIQTR0dGMHDkSTU1NFEWRCZ+qqZAKlaFCaGiorPKfP39eBjohBL///jsRERHcunXrJ+Rn9+7dPyVbbdq0kZQcHR0dwsPDJaKUmppKWVkZWlpa5OfnExcXx5cvX2Qi4evry7Rp05g+fTqDBg366Tzu7u5ER0ezZs0aWXmv+pOamkpeXh7r1q2Tk1yXLl3k9aqCj6Io3Lt3T9IQVH01atQoPnz4IO/j1atXREREUFhYSHZ2NomJiXh7e9O6dWsAVq5cyeTJk+VxdXV1ZX/t37+fYcOGsX37drlA+fjxI0OGDKG8vBxnZ2c6dOiAmpoaXbt2RU9Pj/fv35OVlSXHumr8XL58mTt37shzxcXFER0dzcCBA9m6dSt6enpoamrSuXNnnjx5wqVLl1AUhZycHHbu3Mm6desYPnw4q1at4sSJE4wfP15SGhRF4cqVK1hYWLBv3z78/f3ZtWsXHz584M6dO0ycOJHhw4ezbt06oNKoQVUdViXyd+/eZdiwYbIfVUiBoaEhJ0+e5OrVq5w7d45Dhw7x119/0aRJE5o3b06/fv1YvXo1P378oHv37ixatIjffvuNsrIyJk2ahKIoJCUlMXjwYFk1rrqYefToEREREXTp0kUmVCtWrODdu3ccOXKE3r17ExwcLBG34uJi1NXV8fLyQldXF0VReP/+PXZ2duzevZsdO3bIhEdRFJYtW8bdu3eJiIjg0KFDWFhYcPjwYXbv3o25uTlv3ryhTp06aGtrc/fuXQIDA9m5cyd169aVCYUQgtzcXMrKylizZo1MhpYuXYoQ4qdCgipRffHiBYsXL+b06dPs37+fxMREdu/ejZaWFp07d0ZLSwtdXV3c3NxYsWKFfKbPnj0rCwtxcXEySISGhqKvr8/EiROpX78+KSkpdO/eHXt7ewIDA6UY9vHjx7x+/RoAJycnALp16/afzqf/2yrjVFWx7b+KUytWrAAqEW6oNPL5e1Ohm1A5944dO5Y//viDZcuW4eTkJCvoqoKBquClKAqhoaHUr18fPz8/yXSAyoTs3LlzWFlZoa6uTnZ2Nr1790YIIVGHFStWoCgKU6dOpaCggOfPn3P16lU2btyIoigEBwfTrl07PD092bhxIzY2NnTp0oXNmzeTlZVFTk4Orq6uaGpqykLZgwcPKCoqwtnZmSZNmpCamkpAQABWVlaSDh4bG0urVq34/v07Hh4eNG/eHDU1NSZPniznSQMDAxo1akRkZKSkqwohyM7Opri4mCZNmjBr1izatWvHuXPnSEpKws/Pj9zcXGkck5iYiBACPz8/dHR05PNmYGAgKTnq6urk5OSwYcMGSXM9c+YMgwcPlqhWRUUFcXFxxMXF0aVLF7p06UJCQoKkLa9cuZL8/HwsLS1xdHSUBiIqCtTVq1f5/PkzU6dOZenSpdy4cUMyOho0aMDo0aOJjo7GwMAADQ0NJk2aRGFhoTQe6NmzJ7t27cLMzIzy8nKqVatGixYtKC0tJS8vj7KyMmbMmCHXGyrU/tatW+zYsYPt27ejqalJgwYNCAoK4uHDh2zatIlmzZqRkZFBtWrVqF69Ol+/fsXExIQLFy5gZmaGoaEhDRs2ZPHixWhqalJeXk5ISAgDBw7kzz//pLCwEEtLS54/f05hYSGtW7dm7Nix+Pn54ezsjLGxMRkZGTg6OrJ9+3ZOnTpFcXExLi4uzJs3j48fP9KrVy88PT1p06aNpBLHxMRw//59EhMTUZRKyUDt2rV58OABiYmJXL9+ndWrV8vzz549m7S0NGrXrs2zZ8/o0aMHQlTSwCdMmEBhYSHNmjWTMXXbtm2YmppKZOH58+ccPnyYAQMG8P37d2rUqMHRo0cxNjYmNTUVb29v2rVrR8eOHbG0tKSiooJjx46xceNGXr9+TdOmTblw4QIdOnSQY2zu3Lm8efOGvLw8Tp06RVBQELNnzyY1NZW//vqLc+fOcf78ebKyshg7diwZGRkSnfz111/R0NDA2NiY8vJyjI2N6devHzY2NlhZWck1Ye/evTly5AiDBw8mMzMTfX19fHx8GDBgAPr6+ri7u6OtrY26ujqTJ0/G3t6eP/74g27duuHq6krNmjW5ceMGnz594uvXr/Tv359Dhw6RkpJCdHQ0Bw4cYOvWrbi7u+Pq6oq1tTVTpkzh8+fPdOzYkT///BN7e3tevXrFwYMHUVNTo2XLlgwdOpSAgABsbW25du0a69evJzw8nIiICNTV1VFTU+PWrVvSfCg7O5sRI0awYMECateuzahRo2jQoAGmpqZs3rxZGn2FhobKQtD+/fsxNjamZ8+e/6U5+7998gPIqnvVphpY9vb2rFy5EoA//vjjnz779wCk4q6rqkOqiXTx4sXy9b83MzMzWSn7+2J7zpw5QGV1OjQ0lPj4eJo2bSod0Ly9vRFCcOrUKTZv3szp06dldUqISueNp0+fsn//fgYOHEhERIS8DtV9C1GpSdHT00MIwfbt23+qXm3duhV1dXVevXpF3759f7oPRVHo378/9vb2rF27ljZt2jB58mSZPAlRyTlfsGABOjo6VK9enT179nDnzh2EqNTUzJ49mw0bNpCdnS0TM1VCqHJ9+/TpE6ampvKaDh8+jKOjI6NGjaJWrVoYGRnJoNO+fXsA/vrrL7S0tOjbty/Pnz8nOzubw4cPU1payr59+8jPz+fixYtUq1aNevXqkZCQQEREBD169KBatWpER0dLfrqKxrR+/XpZOXV2dpbVMx8fH1q0aIEQQqIiSUlJUgOmSoCioqIoLy8nMjKS+Ph42rdvT8OGDenSpQutW7dm0qRJLF26VOp11NTUMDU1Zc+ePaxcuZKOHTtibm4uE6iMjAx2795Nu3btZGU+MTERHR0dZs+eLRfgQlTy6MPDw2nZsqUc3ytXruT+/fvMmjWLo0eP0rRpU0pKSnj79i0AXl5ejB49Gg8PDyIjI5k6dSoPHz5EURQuXLggOfOZmZmYmJgQGBiIhYUFGhoaDB8+HC0tLezs7JgxYwbu7u7Ex8fL71BRFMmBDw0NpVWrVqxdu5aePXvi6+srr7F+/foYGBjIhHnw4MGywiiEYN68eWRmZuLk5ISbmxtv3ryhY8eO+Pv707t3b8rKyvD395djrFWrVixbtgxfX1/69evHjh07yM7OZty4cbRs2ZIRI0ZIPcLdu3eJiYnBxsZGUsl0dHTo1q0bL1++5OLFi4SFhclqk76+PkeOHJGJ4d27dwkODqZVq1YyqRRCyGRg5MiRMpm3trbm7NmzEvFTccHPnDmDm5sbY8eOxcjIiFevXlFUVETNmjURolIzdPLkSZlcCyGkg+Lly5dJTU0FoF69ety8eZN79+6hq6vLkCFDaNGiBePHj+fhw4dYW1sTFRUlj/XgwQNcXFxkouvr64u/vz9OTk4oioKDgwOfP38GKmltqnmycePGFBQUSDrU5MmTpbZhzZo1NGrUiLy8PBYuXIiiVLpj/Ttoxv/rzd3d/T+MU5MnT5ZJZNXCk6qp+l+lhRw5ciSAdCNNTk5GiH9o9DQ0NORnVa6aLi4uxMfH8/r1a/mdCVFJt1Qtqvz9/cnOzsbV1VUWW9TV1aVrZk5ODj169CAiIkI6TRYVFVGrVi22bt3Kpk2baNq0KZmZmZKK26BBA6ZPn863b98oLCxES0sLISp1g9+/f+fZs2e8ePECBwcHvLy8SExMZOrUqejo6GBnZ0dpaSk1atRg2rRpNGnShO7du9OyZUtat25NUVERnTt35uXLl+zcuVM6cQ0bNowzZ87w66+/kp+fz7Nnz7h+/TpJSUk8e/YMU1NTevfujZeXFyYmJuzduxcbGxu+fv0qn0shBIMHD8bKyoqzZ89SrVo19PT00NDQkChZQkICISEhqKurExERQUFBAePHj+fu3bt8+/YNDw8PFi1axNOnT/Hy8mLPnj1cuXKF3NxcNm/ejJqaGmPGjGHx4sXo6+tz8OBBifoNGjQIGxsboqKiUBSFgoICUlJSOHToEC9fviQsLIyHDx8yceJEmjZtSo0aNXjw4AHe3t48e/aM79+/s23bNvbv30+dOnXQ1dXl4MGDHD9+nODgYDp37kxgYCD3799HUSpdO3v37k3Xrl0xNDREX1+f7OxsLCwsKCoqws/Pjz179tClSxfq1avHq1evGD16NGfOnGHp0qV07tyZO3fu8PbtWwYPHizXMT179qRbt26EhITQrl07Bg8ejJ6eHkuWLKG8vBw1NTXi4uIwMzPD0tISJycn2rRpw+rVq5k9ezbz5s3j/v37hIWF8f79e3mdqkW0im7s4eFB27ZtJQq3Zs0aDhw4QNu2bSktLaV169Zs376d2rVr4+/vT6NGjUhNTZVOtrq6umhra1NcXEz37t05f/489erVk/olKysr3r9/T0hICJcvX2bLli1Sm3Pu3DlmzJjB9evXsba2pri4mNq1a5OSkkK3bt0wNzenV69eFBcXc/jwYfT19Zk1axbz58/n2LFjvHv3DkdHRxo1asTLly8ZPnw4GhoabNiwgc2bN+Pg4EB2djbTpk3DyMgILS0tsrKymDRpEh8/fmTt2rVkZmZy5MgRXF1dpcububk5P378kI6g7dq1o1GjRhLJunDhArVr1+bYsWMMGjSImJgYTp8+zYwZMygtLeXEiRNoaWlx9OhRli5diqurK5cvX8bMzIzQ0FDc3NxITEzk8ePHMuYZGhpSUFDAwoUL0dTU5MKFC9SqVYvo6GjevXtHw4YNycvLY8CAAVy6dAlXV1eOHj3Ks2fPqFu3rqRmN2/enAYNGnDhwgWmT59ORUUFderUoWvXrgAEBATw5csXxowZw9mzZ1m0aBE/fvwAYPXq1Tg7O3PixAmGDh3KvHnzcHNzk1T1f6f9j0h+VO1fJSYqLQmAr68v8M8JT9UqnKoiraKAqJqfn9//NcCreK1Vm6pKqiiVWgc7OztMTEy4ePGirDSpKrlhYWE4OztLihTA3r17pfW0ysZX9TeVwFtRFPbs2cO2bdtQlEo726ysrJ8q4F5eXjRu3Fg+yFXvW4hKWpOLiwuenp7UqlWLkydP/pRodezYETc3N0pLS8nJyaFJkyakp6cTGBjIvXv3ePz4MRYWFpLPu2jRIonSrF69mrNnz8rgr0r6FKXSCnvHjh2EhYXJoChEpXAWKhNbFVJy79499PX1GTNmDIpSaaGsgoA9PDzYuXOnpJWoFn2xsbHk5+dL2pOK0qGjo8OKFSvIz8+Xk/TJkyclNU9TU/MnS2hVApKdnY2Ojg6hoaG8ePECY2NjNDU1OXHiBNOnT8VJZPAAACAASURBVOfLly/SzhugXbt2HD16lEOHDuHi4kJwcDBLlizBwMAAQFq0qygEo0aNkta0Qgj++usvhKikhNy8eZNBgwbJaxk/fjzp6ek8ffqUy5cv4+bmRp06dbCxsaFz585ysb5r1y62bt3K0KFDpRGFEIKhQ4cyfPhwDhw4wLFjxyR15tq1a4waNQo/Pz9OnjxJfHw8Hh4elJaWyoRbdYwWLVpQq1YtXFxcyM/PJyQkBF9fXxwcHLCxsUGISjtuXV1dOnTowKdPn7h06RK5ubkA/PjxQ2puDA0NMTc3l1bufn5+7Nu3D2NjY54+fcqqVau4ffs2y5cvZ/PmzTRr1gwtLS2ZFBw7dkxSwI4ePUrdunVZvXo1rq6u9OnThyVLllBSUiKDxrZt21ixYgW//vqrTLSMjIykCcTkyZP58eMHYWFh0h46MzMTRfkHdfHy5csIIfD29pbCbSEEvXv3JiEhgT179nD48GF27drFiRMnEEJIHZ+NjQ2KonDo0CHZp7GxsTg5OWFra4uiKD9932/evMHAwIArV66gpqZGeHg4c+bM4d69e5iZmTF79mzy8/OlxjEhIYETJ06go6NDSEgIaWlppKSkkJeXB1RqSFQmKenp6cyfP58DBw7QrVs3pk+fjhD/sFC+ffs2UJn8CCEwMTHB39//P50P/7f96/av4lRgYCCDBw8GKuOUil6oapqamnIMALKqmZmZiYuLC40aNQIqv5/jx48DUL9+fQB+//13zMzM+PjxI3Z2dmzfvv0nGveNGzcoLS2lV69e/Prrrxw9epRmzZpRs2ZNnj59SlpaGtevX8fW1hZ3d3eys7Pp378/R48eJS4ujnv37mFvb09MTIwsBGzZsoWcnByaN2/Otm3b2LRpE7a2tmRkZNCnTx9q166Nqakps2bNkmN/4cKFdO7cGWdnZwIDA6XRw9WrV3n69CmJiYncu3ePK1eu0LFjR3bs2MH06dPlOLSwsKBevXrSiGbt2rUEBgZy9OhRYmNjKSoq4sOHDxw8eBBvb2+eP3/OjRs3SE9Pp2vXrvTv35+cnBzCw8NlcfH3339nyZIldOjQAXt7ewYOHIiamhr79u1j165dhIeH8+zZM06dOoWVlRWxsbG8ffsWLS0trKysGDFiBElJSWhrazNixAjatGlDRkYGenp6xMXF0bJlSx49esTw4cMJCgpi4sSJCFGpK/3jjz/Q0NCga9eunD59WlKjBg0axJ07d4iKimLw4MFyew6V3nT37t18+PABDQ0NsrOz+fz5MzVr1kRNTQ1nZ2fatm3Lt2/fiI+Pp27durRp00ZSwDIzM7l69Sp9+/bl5s2beHh48OHDB8nK8PDwIDc3l9DQUGrXrk1ZWRnr169nw4YNCCE4ceIEr1+/plOnTmhqahITE0OXLl0oKiqipKSEp0+fEhUVhba2NmfOnKFevXoMGjQIV1dX7OzsWL9+Pc2aNePz58906tSJTZs2ER4ejqmpKX379mXmzJmYmZmRk5ODk5MTzZs3Jy0tjcGDB+Pq6kpMTAx+fn7Ur18fT09PHB0dKSoqQl9fn4CAAObOnStjQGpqKiYmJjg5OSGEwMDAAE1NTQwNDVmyZAmLFy/m9evXNG7cGCEEN2/e5OnTpzRu3Bh9fX0pbbhz5w52dnYcPnyYz58/k5qayps3b0hJScHGxoaVK1eirq6Orq4ur1+/Zvr06XTr1o1Vq1bh5OTE6tWrSU1N5erVqxgZGcn7fv/+PUOGDCE9PZ3U1FQsLCwYNmwYGzduRE9Pj8aNG+Pg4MDVq1eBSoaOpqamNBdQFIUbN25gbm7Os2fPiIyM5PTp0/K7F6KSNZSfn4+trS1ZWVnY2toyZswYioqKsLGxwcDAgK5duzJhwgQyMzOlxjM/P59z585x/PhxFEWhe/fu2Nra4uPjw6ZNm9DW1pZMpyFDhpCQkMDEiROpVasWCQkJ/PbbbyQnJzNo0CBevnxJQEAAGhoaLF++nMLCQgoKCmShJz09nYsXL6KlpUVhYSFLly7F39+f+vXrk5CQQEFBAS9evKCkpITDhw/z+PFjbt26RVJSEmPGjMHe3p7y8nIaNWr0X2Ip/I9Ifv6elFQNLqr/f/ny5af3KopCTEzMPx1LtdBQ7duheu1fBSwhhBR2/v09Xl5euLu7S0cn+Afl7MmTJ9JUQKXnUIn+FUVh1apVuLu74+7uTt26dZk7dy4AZ8+e5ejRo3KBHh8fz+fPnzlw4AB5eXny/Do6Ovj6+vLo0SO5GEtPT+fr16/MmzcPgD///JMXL16gKJVaoyFDhnDjxg0KCgoICQmhevXqnDhx4qeFtqJUupckJSWxdOlSSbvbs2ePDM4ZGRkMHjyYM2fOoCiVGiofHx+ioqKYNWsWQghq1apFWloaycnJHD58GAsLCxo3biyTEEWp9L738PDgzz//xNbWlkuXLlFaWkp2djYODg5SLPj27VtsbGywtrZm3bp1vHv3jiZNmmBiYkJQUBC2trZ06dIFdXV1FOUfdKUpU6Ywd+5c9u7dS+/evSUqs3nzZgYOHEhSUhIbN25k3rx5CCGws7NjypQp0rTB2NiYs2fP4uHhQXJyMqGhoTg7OxMREUFwcDBmZmY4OTmRlJREixYt2LRpk6wcqjREQgiJwtSqVUvu/6Ny0wMkcjV79myMjIxwcHBg8eLFMvmbOnUq6urqMqkYMWIEoaGhrFmzBnt7e86dOyePp6urK80fhg8fTnx8PHPnzpWJUlpaGu/fv2fVqlXk5eVhZGQkPfVVqNz169el4xvAkSNHqFevHm3atCEqKors7Gzy8vKIi4sjMTERqETw9u7dy/Pnz6W2qnnz5owfP57ff/+dpUuX4unpSXp6OocPH+bRo0dkZWXh7OyMi4sLBQUF1KxZk/j4eLKysvj1118JCwtDCMHFixcxMTHBysqKWrVqUbt2bW7evImnpyeenp707NmT27dvU1FRgY+PD3p6ehgZGXHo0CESEhJkQhcUFIQQlVqIK1eucPfuXTp27Cjd4VTVUVdXV4QQ9OjRA6hMbm/evImfn58UfSuKQlBQEJ6envj6+rJ8+XJevHghjRuOHj2KEEI69wUFBUlHyCdPnjB37lxJMd29e7d8jwrBbNeuHZqamjRu3BhjY2P5rNy8eZOkpCR69OiBoijY2toihGDz5s306NGD5ORkWRlUfX+qAocKvZ4yZQqTJ0/mypUrTJ06FQcHB7lfk6Io1K1bV85xycnJjBs3jqVLl/7L+fF/2z9aSUmJTDpVrWqfqYwlVM+bar8KFZKuaqWlpfJ1VXJ95coVjI2Nf0JaoXI/OlWsGDFiBPr6+vI9CQkJ0mgnIiKC3r17s2fPHqkHUO2blZWVhZubG6NGjeL69essWLCAFy9e0LJlS2xtbYmKiiIqKgodHR3at2+PlZUVCQkJzJ07l8zMTDIyMvDy8iI/P5+hQ4fi7u6Ov78/xcXF+Pn5ER0dTWhoKEJU7g1WWFhIVFQUS5YsISYmhhkzZkhnrZSUFJo2bcqrV68oLS1l2LBheHp6SpZBQUEBUVFRTJgwgfv37/P69Wu6dOlCZmYmiYmJ2Nvbo66uzqVLl3j79i3r169nyJAhktY+c+ZMHB0d6dmzJ6WlpdSvX583b95IEXdwcDAHDx6kZcuWdOvWjbVr15KdnU1ISAhHjx6VpgHfvn2juLiYEydOsHr1alJSUvD19aVx48Y0bNgQa2trysvLmTNnDocOHeLhw4ecPXuW0NBQtm3bhpaWFsHBwYwdO5Y2bdrw+++/88cff0jUq169ety5c4edO3fKxZ0KKbe2tiYyMlLG7ho1apCTk4OtrS2vX7/m0aNHtGjRgtzcXPr27Yujo6PcK0hfX58ePXqgrq6OlpYWlpaW5OfnExsby7t379DW1kZLSwtvb29Wrlwp1w/6+voEBQVhZGREfHw8enp6BAcH4+XlRb9+/diyZYucvyoqKqTj2MCBA7l9+zbjx4+X6xErKyv27t1LcXExycnJREZGMmbMGK5evUq9evWYPn06hYWFlJeXk5KSQklJCXp6euTl5WFoaIimpiYDBgzg1atXMjFUJXa6urqMGzcOR0dHwsLCmDRpEi9evJAujN+/f2fRokV8/vyZESNG4ODgwNq1a6XxR+fOnenUqROurq5kZmby4cMH3r9/T4sWLTh//jxLlixBS0uLqVOn8u7dOywsLHj8+DEXL17EycmJQ4cOYWhoiKenJ9ra2pw/f55Lly7RsWNHGjdujJubGz9+/CA5OZkFCxbIPZdevXpFRUUFDRo04MGDB+zZs4fc3FxmzJhBUVERjRo1YsKECaSnp1NUVIS2tjYWFhYIIWjUqBE5OTnUrVuXV69eERMTQ2FhoaRSP3jwgLi4OFJSUujduzefP3+W7pNZWVncv3+f8+fPk5CQQJ8+fdi6dStCCIqLi+nQoQM/fvyQBYonT56QkpLC0KFD0dPTw9DQEDU1Ndzd3dHT0yMnJ4c2bdqQlZXFq1evpOlP48aNuXjxIj169KBRo0b4+PjQr18/eQ8qDRyAvr4+QghJf3zw4AH+/v6YmJgwadIkbGxs6NmzJ9ra2lhbWwOVroTt27fn2LFj0gHu32nKf3c6g6Io4smTJ5iZmal+/6f3qNCRqonP3/9e5XgcP34cV1fXn16rehyA6OhoaVTw9/NApcPc+vXrWbx4MZs2bSIjI4OYmBi5yOvYsSNxcXGSAzpv3jx++eUXKVbftGkT+fn5zJw5k7t37/4k4lbdS0ZGhnSV0dbWJiMjQ7oxqRzjrKysqFOnjqRBAaSlpdG5c2diYmIICwvDy8uLgwcPsmnTJry8vPD09GTRokUcPnyY5cuXs27dOh4+fEiDBg2kVbcqiajaf1X7uEWLFpLm9Pf+E0Kwfv163r59S3l5Oc2aNSMyMhJdXV1cXV2ZMGECKSkp/PLLL0AlBz44OBgjIyPq16/PyZMnCQwMJCwsjO7du+Pt7c2kSZPQ09Pj+/fvNG7cmKFDh3LlyhVGjBhB9erV+fz5M2ZmZvj7+0vXkmHDhmFgYED9+vXx9vamtLSU2NhYUlJSWLZsGeXl5SQlJWFmZoapqSn6+vpkZmbStGlTZs6ciba2No6OjtSrV4+cnBwyMjI4efIkGRkZXLly5adxMX36dPbt2wdUblCqqamJpaUlmzZtwtvbm507dzJnzhwCAgKYNm0aUKmHKSoqAiA2Npa+ffty4cIFKUJX9aWqf8+cOcPZs2dp06YNy5Yto7CwEDMzM1lBKSgooEGDBrRu3Vra0546dQpNTU127tzJ0KFDCQ0NZdKkSTRq1Ahvb2/CwsJYuHAhERERPHr0iJKSEl68eIGZmRk+Pj7ExsZy7do1NmzYwN27d3FwcKBZs2aMGTMGExMTTp8+zdGjRzly5AiHDx8mLi6OwMBAHj16xLZt2wBITExEU1Pzp6qMnZ0dQ4YMwdPTEwMDA1avXs3GjRvZvHmzdK7LyspCTU2NsLCw/8PemUfl1O/9/3VJhjSh3KII1R0aRLoLGZNMmTUYMpNkiCQyU5GQFAlFt7HITBSF4i6UCg1SKaGRighdvz861/e473PO85zfWr+1fudZ6/mu1Vrtzd7Xbl/Xtb/D5/1+vUlMTCQrK4ucnBwWLFjA3bt3adu2LR8/fmTGjBlCOjJy5Eiio6PJzc1l9erV+Pr6smzZMq5cuUJWVhYdOnTg6tWrZGRkiInI4MGDGTFiBN+/fxehjJs3bxY+CAAlJSUOHTqEvb09FhYWTJkyhdatW1NfX8+iRYsICQnhwoULzJ8/n1u3bvHs2TNSU1NF8KrsQb5y5Urq6+vR0dERix4zZszg4MGD7N+/n8rKSjp37syRI0d49OgRS5cuJTAwkE+fPrFx40YqKip4/fq16MBmzpxJ3759qampYe3atVy9epXRo0djbGxMWloaz58/p0ePHvj4+LB27VqgEeffr18/QkJC6NmzJ5aWlujp6ZGTk4ONjY34bMvwvz89Ax9LpdJ/NKr8b0MikUhPnz6NnZ2dbPsf/s9f+ykFBYU/hfn+3E9paWmxatUq8RnJzMzE0NAQgFu3bgnaW0hIiMCW//V1oJFKumXLFry8vNi2bRsREREUFhYya9Ys7ty5Q/v27SksLERJSYlXr17h6enJnDlz8PX1JSwsjEePHpGens6ECRMoLS2lU6dOguK4Y8cObt26xe+//86MGTPYu3cvcnJylJeXC8+Er68v9vb2zJgxg/Hjx+Ps7CxCXWUy3uzsbLKysujbty/Pnj1j27ZteHl5YWpqyt27d3FxceHYsWNcvnwZd3d3WrVqxR9//EGPHj0wNTXFzs6O9u3bEx4eTkVFhXgWy8nJsXnzZnbt2kVRURFTp06lsrKSxMREnJ2dCQ0NJTo6mrq6On78+CHugby8PPr6+hgYGIhVa3l5ecaMGcOzZ89QVFSkVatW5OTkYGVlRXZ2Nu3bt2f9+vWsWLGC5s2b09DQgKKiIl26dKGgoABdXV3k5eWpr68XKN9ffvmFFy9e0LVrV1q2bImCggL37t3j+/fvnDhxgqCgIJKSkvj+/TvFxcW0bdsWZWVlmjdvTmVlJUpKShgbG9O0aVPRv27dupWHDx+Sk5NDWVkZeXl5xMbGMmjQIPz9/Tlz5gy2trZ8/vxZxFeoqanx6NEjHBwciIyMxMzMjMePH9O7d2+aN2+Ov7+/CL7Nz89HX1+fzMxMLC0tMTAwQCKRiOdM//79sbe35+XLl7Rt25bTp0+zbds2wsPD+fz5M4mJiZw4cUL4jHr16iUk002aNOHChQsMGTKEUaNGERMTg6KiIqampmRnZ7Nu3TqCgoKorKzk27dv1NTU0Lp1azZs2MChQ4coKipi69atREREcOHCBZSVlfn1119RUVEhJyeHtLQ0xo4dKyhju3btorKyUlTWZBV6c3Nz3r9/T0NDAydOnEBbWxsrKyt8fX2xsLAgJSUFS0tLga2XVWESEhJYunQpVVVVVFVVYWhoSHFxsSAiBgUFsXLlSqBxMSorK4sPHz5gZ2fHmTNn6NWrF/n5+VRVVdGqVSvy8/OpqKhg7ty5xMXF0bFjR7S1tWloaODGjRvk5uYyYMAANm7ciKGhIc2aNaNjx45YWVnRv39/4Utt3rw5P3784NKlS4wbN468vDx69uxJUVERFRUVlJaWcuvWLUxNTencuTMnTpzA09OThoYGVFVV8fT0ZPDgwfTq1Ythw4aRlpbG169fUVJS4tmzZwQEBODr60tMTAxbt24lKSlJYN8PHTrEiBEj6NmzJ+3bt+fr16+cPn0aV1dXQkJCMDAwICIigpMnT+Lo6MjWrVvZsGEDQ4YMYcaMGdjb27N//37U1NRYuHAhkyZN4vTp0yxcuJBXr17x+fNnLCws8PPzQ0lJSSbz/rf6qf8RlR/ZxOfn9rOk6/+2yagrPw/af+4wpFKpGMjKmgxtLWve3t7Y2Niwc+dOnJ2dMTExETPdK1euiLL6kiVLWL58OaNGjWLmzJk4OjqyZMkS4uPjuXHjBubm5nh6erJ582b09fXx9fUV8rr379/j7OyMo6Mj6enpYuIjkTRSSmSmVRkhTHb9ffv25du3b1hbW2NgYIC9vT1v377FwMCAhoYG1NXVRTbQtm3bSE1NZd++fRgZGRESEiLMeitWrODhw4fi3DLvRPPmzYWfRiKRiFXsiIgIYmNjGT9+PBMnTsTa2poDBw6QkpJCTk4OWlpaGBgYkJSUhIWFBaamppSUlODq6sqTJ08wNzfn0KFDfPz4kcePHxMdHU1VVZWoTM2dO5fExEQCAwOZMWMG5eXl2NnZoaGhIWgvZ86cYdmyZfz666+cO3eOkpISLl++zIgRI0T6uLm5OXV1dbi6uhIVFSUMeCYmJvz+++/o6enx48cPMjIy2LdvH+vWrUNZWVlUCzQ1NXn+/DlmZmYUFRWhqanJhw8fxP0YPnw4hoaGyMnJkZycLFZiVVVVCQoKom3btkgkjdk/s2fPFrkFEolEUAll761Mn3737l2ioqJQV1cXIIJLly6JbA+ptNEwK5VKcXJyIjU1VfjhWrVqxYULF3BycmLIkCHMnTuXadOmoaOjI3xvDx8+FBr98PBw1q9fz9SpUxk/fjze3t6sXLkSHR0diouL8fLy4siRI4wdO5bjx48D4OTkJDKgjI2NiYyMFN+lCxcu4O/vj5qamlj5u3PnDu/fv2fXrl0sX76coqIiiouLSUpKokuXLuTm5nLmzBksLCwoLCwkISGBu3fvsn//frp168bs2bPx9vYWBsiJEyfSqlUrAO7cuYOHhwcSiQQbGxtu3bpFixYtSExMZO7cuVy+fJnc3Fxqa2sJCAhg4MCBvHjxgtevXxMQEIBUKhVgCdm9qaqqEiveDx48EDIxIyMjVq9eTWVlJS1atKChoYGioiLMzc3FxEcqlZKRkQE0VgCGDBlCkyZNMDU1pXXr1kRERKCtrY2zszPl5eWcPHmSR48eoaamxvbt24U34fjx45w7d+5PeVQ9evSgZcuWTJs2Dam0EfixcOFCnj59ytq1a/Hw8GDy5Mm0a9cOqbQRriDza8nJyaGsrMzgwYPJzs6mdevWuLm5iWecjP4IiIns/7Z/3X5GTcvaf9VP/TzxkTUZKru4uJhly5YxZMgQrKysxCqpVPp3zPX379//wecqgyrI2pYtW1i4cKFY4Q4ICEBRUREtLS1evXqFu7s77du3586dO3h6euLs7Iy+vr7I6poyZQpubm60b98eMzMzNm3axJgxY8QK8KBBg/j8+TOrV6/mwIEDVFRUYGFhgYWFBVu3bsXGxoaoqCikUimjR49mwYIFDBgwgNu3b+Pk5CRkxGpqaqL67+joSENDA5s2beLbt29MmjSJxYsXs3LlStLS0oiIiCA9PZ3AwEBB/ZKZsO3s7JgyZQqTJ09m5cqV6OnpoaWlJSY7nz59Ij4+njlz5hAcHIyOjg6dO3cmNTWV9+/f8+HDB5SUlFBTU+PNmzccP35cZP7ExcWRnZ1Nhw4duH79OnV1dbx//56pU6fy9etXEhMT6dGjBz179qSkpITU1FRiYmL4+vUr165dY//+/URHR+Po6Ehubi537tyhTZs2vHz5ktraWvLy8ujSpQstW7bk3r17hISE8P37d3r16oWtrS2jR49m7NixtGvXDhsbGxEvUF5ezuDBgzEzM2PlypWUlZXRrl07oUJwcnISvt2vX78ye/ZsITc7evQos2fP5t27dwwaNEhQRZ8+fUpgYCBbtmwhMzNTeGDev3/P/PnzycnJwdnZmfnz51NTUyNAFHPmzCE3N5eWLVtSV1fHmjVrePXqFf7+/vj5+XHx4kUhJ+zRowdlZWUcOHAAc3Nz5OXlcXV1pUePHkRFRWFgYIC+vj5hYWE0adIEqVQqZGoNDQ1MnTqVEydO4OrqyqVLlxg1ahSenp6oqqoSFRWFubk5z549w9nZmYiICEpKSjh06JAAHqirq5OTkyNkZLm5uTx58gRPT08OHz5MSkoKU6ZM4fPnz9y+fVtk13l4ePD27VuUlZWpqqoiLS0NDQ0N1q1bR3FxMcXFxaSlpWFnZ8fly5dJTk6moKCAhIQELl26hLy8PD9+/KC4uJgbN26gp6eHtrY2r1+/pmnTpiKD6NWrVyxYsIAvX77g4+ODpqYmVVVV1NbWMmTIELy8vDA0NOS3334jLS2NpUuXsnjxYoqLi4mKimLFihW8e/cOaFxoHTRoEF++fEFOTg5orFa3b9+eoqIiVFVV2bJlC6tXr2bAgAEoKCiInMGZM2eirKxMSkoKR44cwdjYmLq6OrKysli0aBGzZs2if//++Pn5iUXUly9fCqWPzAYgJydH9+7dCQ8P5927dwwfPpzS0lI2bNjA/fv3hQdaJtd78OABWlpaNGnSBHl5eWbOnImHhwe2trb06dNHwK3S0tIwMDCgT58+gqD677T/EZMfGbf9r5WIvzaJRCIQmv+qPX36VPz+84Tn530Ap06dAhDaeFlo2s//R6bFPHjwIJMnTxbG5fT0dHx8fAT5SyKRkJOTQ05ODqdOnaJdu3aoq6uzbNkygoKCePbsGb///jsvXrzA09MTXV1doHGlPzg4WJQhZT6ahIQE9PT0xABPJiuQ3YPw8HDhrzEzMyM1NZV58+aJFd78/HwWL14sAqFev36NhYUFb968EYZvFxcXdu/eLSQWhw8fpqSkhN27dwtE7uXLl/nw4YOgvIWFhTF79myuXLlCRkaGILVpaGjw/v17QkNDmTx5Mn5+fty8eZOUlBSRUSSVSoWuWCqVilWYXr16AbB9+3aMjY1JTU3l999/x9nZWawqSqVS8vLykEobyW4ODg5CO5+amkrLli2pqKhgxIgRbNiwgdjYWExMTJg/fz4aGhoYGRmxYMECsrOz6dWrlzg+Ly+PL1++UFVVRWJiIps3b+b169eMHDmS7t2788cff1BSUoKXlxejR49mxowZjBgxQlT9li5dSkJCAr6+vvTo0QNtbW1UVVWFvDE1NZXWrVtz69YtMfCIiIhg4MCBLFmyhKlTp4rPaI8ePejcuTMVFRXs2rWLjx8/oqKiIsrO79+/JyAgQLDuV65cyYkTJzh9+jQ2NjaMGzcOXV1dkpKSOHv2LNnZ2UJmqKOjg4+PD7q6ugJzK5VKOXPmDGVlZSIMTl1dHWjUHp89e5YpU6awceNGzp8/j7a2ttBOV1VVUVRUJCZ0BgYG1NbWUl9fz507d3BxccHQ0JBFixZhbm5OUlKSyLeSPWxloaEfP34kNDSURYsWERkZyblz53B2dqasrIxx48aJrKCFCxcKf0tcXBwtW7ZEKpVy6NAhxo0bR01NjYBhREZGYmtri5KSEm5ubtjZ2bFp0ybMzMxITk7G0dFR4EMlksagxJqaGpo0acK+ffuwsLDAwcGB3Nxc6urqkJOTw9jYWASqenh4sGPH0+gE2AAAIABJREFUDqE/NzQ0FPIk2eBCQUGBBw8eiGBYGSChsLCQTZs2IZE0eoZkQar37t3j/fv3AjAilUqF9GTPnj0MHDgQU1NTKisrCQoKYseOHXh7ezNmzBiioqJEtsvDhw8FrOPp06cUFhYKOldlZaUgKEKjdBYaPSUyOe3/tn/dZBPi/66fGjx48D8srslap06dgL9TROPj48XzCiA7O1ucW05OjtGjRwOIMGZZftrPry+T1fn5+WFhYSEGRGVlZUyePJk5c+aIBa/Kyko+fPjAsWPHOHDgAAoKCsTHxwsyZkBAACdPnmTDhg2oqqqSnp5OTk4Ovr6+RERE8PXrV+7fvy+8m6qqqkJ2m5WVRUFBAYmJiUJis3nzZoFgXr58OQYGBmhqatKmTRvWrVtHr169BMWppqYGDQ0N3rx5I3xDq1evxtvbGwUFBT58+MCcOXP49OkTTk5OqKqq0rVrV4KDg9m6dSsHDhxAIpHw7NkzYmJiyM/Pp7y8nHPnzuHr60urVq3w8/Nj+PDhYtDq4ODAtGnTiI+PZ8uWLVy6dInk5GTi4uLYsGGDqOaqq6vT0NBAcnIyy5cvJyIiglGjRmFsbMy0adPQ1dXl6NGj7N+/n5MnT9K+fXu6d+8uZI5lZWXIy8tTV1eHtrY2Fy9eZO7cuairq3Pr1i0UFRXx9PQkLi6OyspKdu3ahb6+Pp8/fxaY5a9fv2Jvby+CUjt37szkyZOFV+W3336ja9eujBkzhm7duqGurs60adNwcnKiuLiYRYsW0aZNG5SVlWnWrBljx45l1KhRbNy4kRYtWjBp0iQuXryIra0taWlp6OrqYmxsjKenJ1KplNatW4vqlCyL5evXrzRv3lwAe2pra8WiaG5urvAa5+TkoK2tjY2NjfjsZGdnU1VVxfr166mqqsLOzo6hQ4fSunVrevbsydq1a4mNjWXu3Lk4OzsTEhKCt7c3wcHB3L9/Hz8/P0aPHo2rqysuLi4sWbIEQ0NDFBUViYmJ4cuXLwQGBrJr1y7atGmDuro637594/v370yZMoXQ0FCOHTsmoEclJSUoKCgIiZahoSFdu3YlNDSU+vp6MjIyMDY2Jicnh7Fjx7J69WqWL19Ot27dmDx5MlOmTMHY2JhLly4xe/ZsIROXSqWkp6cTHBxMfX09AwYMYPDgwYwZM4bIyEj8/PxEVT8pKYmTJ0/y/v17oqOjef36NTY2NlhZWfHt2zdBifP19WXPnj3o6+vz4cMHETCsrq7OlStXRB7PsGHDsLGxITQ0lNDQUF6/fs29e/eora3lyZMnyMvL4+DggLm5OSdPnuTixYu4urpSXV2NhYUFa9asEYCFadOmUVxcjKurq5hMySwZM2fO5PHjx5w5c4bAwEC+fPnC0KFDsbS0xN7enq5du7Jjxw5h79i/fz/l5eXcvHlT+MmaNm2Km5sbx44do1OnTrx69YqPHz8yf/58WrduzcyZM/9l5uc/a//xsjdNTU2pTHsqa//smiUSCc2aNRPUnL82qVRKu3btaNu2rYAF/NymTZvG77///qfz9ezZk8zMTLEtO8/IkSPFivPQoUMJCQlBV1eXY8eOkZCQQFhYGAYGBvTq1Yvk5GRWrlzJwoULhdzO09OTsLAw1qxZI1LaZZIG2WBXZgy9fPkyRUVFjBo1SlAyli5dKgLjZA82GeddFvJ5/fp1+vTpw6FDh1i/fr0orUZHR2NtbU2rVq2YNGkS586do2fPnqxYsULkqPTq1UvQ4GTXJFtpOnXqFB8+fBBYbhMTEzZv3oytrS0LFy4UScHDhg2jvr6e48eP06dPH6BRyhEWFoa7uztbtmwR13zp0iXmzZuHvb290NjKtMNhYWEi70iGFFVRUeH9+/dYWVlhamrKpUuXxPsmm1SkpKQgLy8vSsuenp4ip2HAgAEEBgby9u1bSktLOXz4MJcvX6Z///60adMGDw8PYmNjqa2tRVFREQcHBzIyMmjZsiUBAQGsWLGCEydOUF1dTVxcHOHh4bi6uorP5bNnz7h27Ro+Pj7s37+fvXv3igFPZmYmvr6+jB07lo4dO1JXV0dISAjPnj1j/fr1qKurs3DhQvHeOzg4kJSURNeuXTl//jynT5+mTZs2TJ06lYaGBh4+fCj8Kc+fP2fYsGFkZGQwd+5cXFxccHd35+vXr7i6unLnzh2Ki4uxsLDg7NmzaGhoCOlaaGgoCxYswN/fHzc3N6ysrESF4dChQ2JyOHfuXIEd/auMp1WrVlRVVdG8eXMhC4XGyZK7uzvp6em4ubmhr6+PnZ0dDQ0Nwucyd+5cJk+ezMSJE4VnZe/evWzevJmjR4+SlpYmJlXR0dHcvHkTa2trDA0N2bJlC9ra2lRWVpKXl4ejo6OQpsikh3PmzOHhw4eEhIQQFxeHiYkJkydPxtLSUuQaTJgwgRUrVvxJctC3b18ePXpEYGAghYWFODk5ERISQrdu3QR9afTo0axZs0ZgycPCwti8eTO+vr7Y2dmRnp6OsbExUqmUyspKVq1axerVq9HX12fRokVcuXKF4uJiwsPDSU9PJzMzE1tbWxwdHUlNTaV58+bExMSwevVq4uLiWLZsmagQyPIw+vTpw6RJk9DV1RVhmLNnz+b+/fu8fPlSvK8/P99kvrwlS5ZQXV2NsrIycXFxHDt2jFWrVmFnZyew63875n9lb/+idezYUfrmzZv/tp8yNDRES0uL69evi+/Yz03m32nRogVubm6YmZmhoqKCuro6L1++ZNmyZezduxdolL9ZW1vj4ODAyZMngb/3U1VVVXh4eIg8t/nz52NlZYWNjQ1Hjx6lqKiI69evY2Jiwi+//MLbt28xNTXlxIkTzJo1i1mzZrFr1y4yMzMxMzOjrq6O7t274+joiKamJufPn8fMzIwZM2aILJyamhq6du1KSUkJ9+7dw8HBgYMHDxIfH8/t27epr68XMuOkpCTxffzll19IT0/Hz8+P2bNnk56eztSpU9HW1sbHxwdjY2OCgoJwcHCgT58+jBw5koULF6KtrY2fnx96eno0a9aMR48e4ePjQ4sWLZgxYwZv374lNTWV1atXM2/ePPr374+enh43btygqKgIKysrduzYQWBgIM+ePRMLfTI5z+XLlxk5ciQjRozg2LFj3Lx5k/Hjx6Ovr8+XL19QVVWloaGB6upqMjMzCQkJYcCAAUKi3bx5cz59+kRkZCTt27cXsuL379/j5uYmjN9NmjShsrKSL1++YG5uTm1tLT169EBLS0tk09TV1WFnZ8ejR4/o2LEjtra2eHl5UVhYyLdv32jWrBn6+vpiEjVkyBDhobx9+zYBAQE8e/ZMTKIBysvLyc/Px9LSUigFTp8+zfDhw6moqCA5OZmuXbuipKTE9+/fefr0KcuWLePatWvCA3b58mUyMjLo3bs3JSUlqKqqYmtrS1ZWFi1atGDw4MGUlJTw9u1btm3bRl5eHqdOneLs2bM4OTkRExODiYkJCQkJ/PjxAxMTE4qKiqitrUVDQ4OsrCyUlJRQVlZm69atHDlyhPPnzzNmzBjMzMw4ffo0np6eIrfo8OHDbNq0iZiYGObNm8fGjRsJDAxk6dKleHt7U11dza5du3B1dcXb25vBgwezYsUKCgsLOXjwoIA3XLhwga5du4qKq0TSSMs7f/48JiYm6OrqcuXKFTw8PEhOTubBgwdYW1sLqX91dTXBwcGEhoaip6dHSEgI/fr1Q1VVlS9fvvDhwwf09fVp164dmzZtQk1NjUGDBnHjxg2mTZsmFqZ++eUX9PT0RKXy1atX6OjoEB8fj7y8PB8/fuTixYs4OTkRFRXFhg0b+PjxIwYGBqSnp6OiokKzZs0oLy+na9eu3Lt3Tyx8u7m5kZSUxMCBA7GxsREo+tDQUHJzc4mPj8fMzIyuXbsSFRXFy5cvWbJkCU+fPqWsrIzy8nJ0dHTQ19entLQUOTk5CgoK6Nu3L69fv+b27ducO3eOgQMH4ujoiIKCAseOHUNfX5/WrVuL78GhQ4coKSnhzJkzeHt74+npKXzM3t7ezJgxg5KSEtzc3IiJiWHMmDEC096nTx+uXr3KqlWrkJeXp02bNmhpaf1b/dR//OTH1NRU+nO6vaz9vC0bpP68/59VdP7ZvjVr1gg8nsyUKTOcy/b99fV+Ps+3b9+EDvTna5MdK/OcvHjxgvnz54vkdVlqdkZGBoWFhYwdOxZnZ2eCg4PF3xQeHs7jx4/p2LEj7u7uODk5ceHCBf744w9atWqFoaGhGCSuWrWK79+//8M9CAoKwsjIiICAACIjI8VkQ9YhHj58mNu3bwspgKqqKkuXLqVFixai49y7dy/Lly/HwcGBhw8fEhQUhKurK69evaKsrIzXr1/zxx9/cPz4cR48eMCdO3eIjIwkJSVFUGqio6MxNTXFz89PDMDXrl1L586d6d+/P9OmTcPS0pIbN24wcuRIDA0NsbS0FBUAaDTfz5o1i0mTJqGpqSnKp7JqR3FxsdCOFhcXo6mpSW1tLVVVVTx//pxRo0ahp6fH69ev+fTpE2fOnOHp06fcvXtXkHGqq6sZO3YsQ4YMQUVFhZSUFK5evcqYMWNISEgQlR1jY2OMjIzo2rUrzZo1o6CggMzMTCIjI1mzZg3Hjh3DycmJjx8/EhMTQ7du3fD39ycgIAB5eXlSU1Np0qQJCgoKAlULjZXGgwcP8uDBA8zNzcX+J0+eEBcXx9u3bxk8eDDjxo2jdevWVFVVkZWVJbC0ANbW1kyaNIn6+npBNJKFvrm4uHD58mWaNGnCzJkzBfltzZo1+Pj4oK+vj5KSEr/++qsI4nV3d/8T+Wv79u20b9+eS5cuoa+vz9q1awkKCsLT0xOJREJ2djaLFy/GysqK6upq0tLSWLx4MTY2NhgYGAhTrqamJvHx8eL9HTt2LN++fcPIyEhUewsLC3F0dCQxMVFUSGSVU5lfSjZIk1UPBwwYgLW1NQcPHiQwMJCQkBCCgoIEIKChoYFXr16JCuuQIUOYP38+b9++Ze/evejo6DBz5kyROwWNeOj+/fszY8YM5s+fz5o1a/j27Rvh4eECfHH79m0AJkyYwPPnz8nOzmb69Ol06NCBBw8ecP/+fezs7Pj69Sva2trs3bsXqbQRCSyDR9TU1DB27Fji4+NxdHTk1KlTZGdno6enx6xZswgPDxfvQ3BwMC4uLgwfPpyWLVvSsWNH7O3tKS4uJjc3V0gea2trmThxItHR0ezYsQNfX18R/JeYmMjZs2eFx+n48eNoa2uzf/9+oBHB3KxZM9ln638nP/+i/Tv91LVr1xg1apTw7/x3/VS/fv0E+jwyMpJt27YxYMAA7t27J3wx/6yfunPnDoMHDxb/pqOjw/79+zlx4oQw3MukXQYGBsTHx2Nra0urVq1YvXo1J06c4MmTJyxevFj42N68eUN1dTXh4eEMHDiQSZMm8dtvv3Ht2jUyMzN59+4dSkpK9O3bl2vXrrFhwwZiYmJo1qwZHh4eHD16lJSUFBISEoSnrFu3buTl5aGvr8+cOXNQV1fnyZMnIksoJSWFlJQUVq1axcWLF1mzZg1FRUUYGBjQokUL4uLiaNq0Kbt27SIjI4MrV64wdepU9u7dy7t37xg2bBhxcXHExcURFhZGdXU1b9++5dmzZ8ydO1eoMd69e8erV68wNjbm8ePH6OrqMmjQIGpra+nQoQN3795FRUWFDh06cOXKFbS0tDh06JCQ68kmgzdu3CAtLY2EhATc3NxwcXFBSUmJzMxMFi9ezL1798jKymL//v1ERUUJHL+uri6FhYV8/fpVZHW1adOGjx8/4uXlxePHjykrK6OoqAg7OzuCgoKEbFBLS4vmzZvz7t07Xr58iY6ODkVFRXTp0oVffvlFVHemTJlCkyZNqK6uZvbs2WRnZ7NkyRLCwsJYsWIFV65coaCgQMCKhg4dSpMmTSgtLUUikYgMOTk5Oaqqqjh37hwpKSnMmjULW1tbPnz4QNu2bbl06RIFBQV8/vwZLS0tli5dysiRI0VwtKx68+3bN7p37y5QzRoaGhQVFVFWVkbLli0xMTEhLy9PqB4KCws5cuQIY8aMwdbWFn9/f5o1a0abNm0ICAjg7t27XL9+HR8fH7S0tFBQUGDatGm0atVK+I9+++03UlNT6d+/Py4uLmzatInY2Fg6d+5MfX09paWl9OrViy5duhAWFobMw9eqVSvu3LlDSEgIioqKRERECPtAUlISJSUlbN++nStXrpCZmcmJEyd48eIFkydPZvTo0WRnZ6OmpsbIkSNFruDAgQM5deoU2traXLt2jZkzZ5KWloaVlRWhoaHs2bOH6upqPnz4wKFDh6itrcXAwAAjIyM+ffokUNY9e/bEzc2Nu3fvYmlpycSJE+nYsSM9evTg5s2b/Pbbb3z//p3nz5+jq6vLmzdvmDdvHubm5ixevJjKykpOnz7N8uXLUVRUpKSkhLCwMFxdXfn+/TsqKir4+vqSm5uLt7c38+bN4/Pnz3z58oXz58/j7u7OwYMHRcVTFli6ZcsWysrK6NKlCzt37iQ4OBhra2uaNm2KoqIi+vr6Ymx28+ZN8ToHDx7kwIEDbN26leTkZPr160d2djY3b97E09OTpKQk+vXrR2ZmJioqKowdOxZtbW0yMzNp166dbKH9/43nRyKRHJVIJKUSiSTzp31+EokkSyKRpEskkmiJRKL6t/3aEomkTiKRpP3t5+BPx/SRSCQZEonkpUQi2Sf561P/v2gyzOdP5/rTtpKS0r+Ur/11wiLbbtOmDV+/fsXX1/dPx3l4ePyzeyA6pZ07d/6pc5OXl/+HcKXk5GSOHDnCrVu3xOB0w4YNGBoaEhgYSJcuXXB1dRUeFVkQ2c/Ya0VFRdLT0/H39xdmfAcHByQSCRcuXMDAwACpVEpUVBTv3r0TE599+/YJMlBeXh6dOnVCW1ubuXPn4ujoSGVlJdra2kgkEhHE+uLFC86dO4e2tjbnz5+nW7duYuAr8/R07NiRU6dOsWnTJkaPHv0nmVlqairbtm1j1apVdO/enaFDhxIcHMyECRMwMjJi8eLFjBgxgrq6OpHC3a1bN86ePUuXLl0YN24cwcHBBAYGYm5uzvXr1zl69CgdOnQQ12Bra0thYSHm5uYoKCgQEBDA/v37mThxIrt378bLy4uMjAxR9tXS0sLS0lJkUBw4cIBXr17x8OFDQkNDGTlyJEVFRcJc2a1bN0aPHs2mTZuwtrbmjz/+QE5Ojq1btwqU5fnz5/nw4QPJyckYGRkJWeGLFy+YMGEC/v7+KCsri3A8iUSCu7s7dnZ22Nrakp2djZeXF61bt2bp0qUMGjRI4MtlPwcOHODLly/ivTY3N8fd3Z2wsDB2795NdHQ0HTt2pKioiF9++QWpVCq8A1JpYzKyg4MD5eXluLq6iklU8+bNef36NUFBQRgaGnLmzBkRBCeVSsUqzI0bN0hJSRHBtz4+PgwcOFB4DTw9PQWh5uLFi6La0Lt3bzIzM6mpqWHUqFECl75w4UK8vLyoqalhwYIFZGVlMW7cONatW4eJiQlSaSPxbOPGjezYsQMFBQUhJ5VKG7HRTk5OImNq1KhRrFq1ClNTU5KTkxkwYAArV65k0aJFYhXNwsKChQsXIpVKhdnY1dVVVKwUFRXx9vYW1VNDQ0PevHlDUFAQ5eXl3L59m/nz5yOVNiZ6SyQSBg4cyPLly4mNjRVG4QcPHrBlyxZGjBiBj48P/v7+SCQSXFxcyM7OxsPDg4CAAHbu3ElqaiqJiYmYmJgwd+5cIiIikEqlDBkyhJCQEJH35O3tLSSAb968EVIamcRHFg4pkTTS/Z4+fUqPHj24ePEiQUFBbN++XaSWA2Klt3nz5kJOWllZyfLly/H19WXevHkkJiby7Nkz7OzsuHr1KuPHjxf3e9GiRSKU8z+5/Sf0UxMmTPjrNf1pe/To0cIkLmv/qp/KyMggKSlJ4Otl+T73798H/tGDKjtW9pmSIfYBXr58yZo1a9DU1KRt27YiqHvPnj3Y2toSGhrK5cuXefToERcuXEBdXZ0RI0Zw8OBBevfujZeXF1lZWVy9epUDBw6wc+dOzpw5I76PpaWlYrFo27ZtdO/eXSSyywIQs7Ky+PTpE9u3b+fjx4/s2LEDExMTOnfuzNatW1FWVkZVVRVDQ0P8/f358uWL6Kdkk/mKigpycnKYMmUKOTk5qKqqCgnnjBkzaGhoYNWqVUydOpV+/fpx+PBhFi1aREVFBREREZSWlvLgwQNMTU0JCgoiNDSU8ePHo6Ojg5aWFr169cLIyIjv37/TsWNHgex++PAhKioqYlHFyspKPJMyMjJQVFRk9erVdO/endDQUKqrq3FyckJeXp6UlBSsrKy4ePEi8+bNw8LCgvj4eH78+MGCBQvw8/Nj9+7dBAcHExsbS1paGgsWLGDatGnY2Nhw7Ngxampq6NSpE127duXQoUN07dqV1atXo62tzdu3b4VEVobWHz9+PF++fOHt27ds2bKFN2/e0L59ezZt2oSuri6PHj2iWbNmrF+/XnzP4+PjcXV1JTo6msrKSu7fv4+3tzdxcXH07NmTR48e0aNHD3799Vfs7e2ZNm0aHh4eXLlyhd69e7Np0yZ8fX3JzMzk8ePH5ObmoqSkxNmzZ1FQUMDLy0uoOXbu3MmoUaPo3r07dXV1xMbGCi+PjGyampqKmpqaGDvV1NRw69YtPn36RHR0NFOmTGHFihV06dKFiooKEhIS6NSpE6WlpYwYMUJIzGpra8nKykJPT4/Dhw8Lwp+/vz/nzp2jqqpKgCPMzc2pr68nJiYGT09PFi9ejLm5Oe3btyc1NZW0tDRu3rzJoEGDkJeXF3EOFy9eJCUlBQMDA9zd3enduzfnzp3D3d2dX375hbVr16Kjo8PUqVPp1asXrVq1IikpiQ4dOmBkZMSRI0f48OEDqqqqxMbGsnDhQiZOnMjevXt5+PAhw4cP5+HDh6irq1NbW0tqaipfvnxh+fLlxMTEIJU2RplYW1ujqamJqampyL2CRhBSv3796NKlCwMHDhTU4d69e+Pm5oaXlxdDhw5l/PjxvHv3jvDwcNq1a4eRkRHPnz+noqICb29vrK2t2bZtG7a2tmIBvkePHtTU1LBlyxbevXtHTEwMZmZmuLu7i9BzeXl5vL29adu2Lc7OzuLvef78Odu2bROfTyMjI5o2bUpCQgKZmZksX74cMzMzBg0ahIODA2/evCElJQVXV1eePn2Krq4uJSUlDBkyhJs3b3Lr1i26dev27z6u/y3PTzhg85d9twADqVRqBOQAPwvt8qRSaa+//Sz6af8BYD6g+7efv57zX7a3b9/+01Wy/4t+CfjzqlplZSUBAQEipPRnCY+GhoboIP56vKwqNGbMGKTSxmCsn83AEokEJSUlZsyYwcSJE1m4cCERERFs2bIFBQUFoamX5fFkZWUREhIijpXl1UgkjeGcbdu2FWjeZs2acefOHcE6lw20lixZIo5ftmwZhYWFODg40LVrV6ZPn46dnR01NTW0a9cODw8P8RqPHj2ib9++NGnSRASoRkZGYm9vT21tLRcuXOD79+/8/vvvwoMjyymQDSRPnTrFvHnz6Nq1K4mJiYwfP15Ui16+fMnVq1cJDg7mxo0bPHv2TPgLZs2aBTT6piQSCVOnTuXUqVM8ePCAI0eO4ObmxqlTpzh37hympqYsWLCA69ev8+DBAzQ1NQkICBAStk6dOrFo0SKMjIwICgoSXqPc3Fz27t1LUlISEkljWN+tW7eora3lxo0bHDlyhJMnT4oyvEzW9fz5czZt2sSLFy+IjY0lPj6evLw8tm3bxuvXr2nZsqUwhVZUVHD69GlOnjzJsWPHWLduHVFRUVy+fBl9fX0R/Hrq1CkeP37M8+fPmT9/Pm5ubqipqXHq1Cnu3LlDUlISmzdvxtTUFD09PQoKCoiIiGDo0KHs2rVLrJy9fPkSU1NTzpw5g5mZGT179uTKlSukpaVhaWlJjx49RHVQKpUKvKms/N6qVSuio6Px8/OjoaFBTBZv3LhBUlKSKDfn5+eze/dugUKFRpT7hg0baNeuHTU1NWLyW1payuXLlxk2bBiKioq4u7tTWFjI5s2b8fHxoXXr1jg6OhITE0N4eLgIIpwzZw6WlpasWrWKM2fOCJBGYGAg6enpODs7U1dXx969e/Hw8CA0NJQJEyaQkpLC5MmTuX79uvgcZmVlMWzYMMzMzLC0tCQgIIBr166xbNkyzp8/j7Ozs6iw7N+/X1B4Ro4cSUFBAWpqauTl5VFZWcnQoUN5/vw5s2bN4tWrV7Rt25aysjIUFRUFEOHFixdER0dz48YNLC0tKS0tFdlX69evR1NTk507d6KmpiYoNLdv3yY7O5vevXuLz/3Ro0fZtWuXyDx5/vy5CDG9efMmZmZmbN68mSNHjrBt2zauXr1KWVkZUmljyrWxsTH9+/enS5cujBw5Ej09Pa5du4azszMuLi4MGzYMiUQi4AXZ2dncunWLJUuWYGlpyYYNG0hNTRUDZVnnlJOTQ01NDWFhYSxdulTEAvwHt3D+P/dTsoyxtm3b/mm/RCLh69evQOPkJSkp6b88j2xC3q9fP27evMmjR49Ehl16errAwY4fP16ENP/1eFlVaNGiRZSVldGzZ0/Onz/P/fv3KS4uFnSonj17Eh0dzapVq1iyZAmTJ0+madOmdOnShZCQEAoKCtizZw+VlZVYW1sL+duHDx94+PAhxsbGlJSUsH79evLz81myZAlycnIEBQWRkZFBWloa7dq149atW/Tp00cM8tasWcOaNWsYP3688CFcvHiR+vp6FBQU+O2331i5ciW3b99m5syZIopBFrkgC0P28fEhODiYHTt28Pz5c2xsbFi0aBFRUVFCqiqRSBg7diyhoaGoqqpSUlKCrq4u9+/fJyEhgaqqKqZMmcKTJ0+YO3cuRUVFQlp39epV8vPzyc9ule/3AAAgAElEQVTPZ86cOejr6/PixQs8PDwYM2aMQG1nZWXx22+/YWxsTH5+vgBLWFlZYWFhQceOHVm1ahU2NjasX7+eJ0+eYGFhwc6dO6mqqmLYsGEUFxcDjSCMgoIC6uvryc3NJSMjg+fPn/PixQvGjx9PZWUlRkZGlJeX079/fyorKyksLKSoqEggpGUeiVmzZhEfH09dXR23bt0SmPB79+7x8OFD5s2bJ7xZUmljNtyGDRuoqKigf//+9O3bl+3bt3P79m2OHDlCeHi4kEQeOnSIBw8esHz5cjp37oyPjw/fv3/H0NBQqEpevHiBhoYGBw4cID8/n6SkJAH9yc3NpaSkhODgYJo3b86ePXuwt7cXeTy5ubkMHjyYnTt38uPHD3r06EF+fj5v3rzh9evXjB49mo8fPxISEkJ1dTUFBQUCv9y/f388PDyor69nx44dYvE0Ly+P06dPo6amhpmZGW/evCExMZGHDx/SokULTp48KaIciouLqa6uxtDQkBUrVggZYdOmTdHT02P48OHMnz9f4M8fPXpEfHw8mzdvRldXl3fv3vHrr7/y6tUrMfGsqKigc+fOaGhoiCzFtLQ0TE1NmT59OiYmJgQEBODt7Y2VlRW1tbU0bdqUhQsX8uHDB1q2bMm2bdtYunQpe/fuZe7cuaxYsYKXL1/SokUL6urqkJeXZ9SoUVRUVFBRUcHjx48pKCjgxIkTfP78mXXr1pGdnc39+/fx9fUlJCSEcePGsWHDBtzc3AQAon379kyZMoV+/foxevRokpOTWbVqFYmJiZSXlwt5+tSpUzl+/DiJiYmkp6fz4MEDbty4wfbt28U9CwwMpGPHjmzevJmoqChat27N9OnTWbFiBXZ2dnTq1In27dtjY2PD0qVLef/+Pa9evSImJoaDBw/Sr18/3r9/LwjDlpaW+Pj4UFlZyb59+wgLCyM2NlaMK/+d9t9OfqRS6V2g8i/7bkql0u9/23wIaP5X55BIJBqAslQqfSht7GWPA+P/nQuUhYj+dC7ZNfxpW/b7zxOctLQ0bGxs/uHYs2fPIpVK8fDwEEZRWZOVwWX4YNkxO3fu/NN1yMAKaWlpAgst8+3o6+tTWFhIbW0tCgoKbN++HYlEIhLq9fX1BdFNls3Qpk0bXFxcREo9NMIZZLP6WbNm8eTJE5o0aYKfn58IymzXrh1aWlrimC1btghMtIWFBV5eXsTGxopViCdPnnD9+nUmTJiAj48Pjx494v79+yLAbsSIESKkccKECYwePZrU1FRRCaiqqkJDQ4OBAweye/duEY4mWwmLjo5GIpEIcpQsm2bBggXCEB8bGyu8SbLAVysrK+DvplZPT086depEYWEhKSkpZGRkCEldv379RGVEWVmZtm3b0r9/f+7du8fOnTuFJvndu3ekp6eLateuXbuYMmUKioqK1NTU8ODBAySSxkDL3bt38/jxY+Li4hg1ahQHDhwgISGBwMBA/Pz8uHbtGhEREcLYGhMTQ69evTh69CibN2/GwMAAT09PEhIS0NLSQlVVlRcvXqCsrMy9e/fEPdXU1OTQoUPMnj2bFi1aIJU2Zgxt2bKFpUuXoqmpybhx45BKG9PWZVlLWVlZGBgYsGzZMrZv305CQgLOzs7Exsby8eNHTExMxIDJ3NxcfA+MjY0pLy9HS0uLSZMmsW3bNn78+MH9+/dF+nhhYaGQXsyZM4djx44RGxtLdHS0QE1KJBICAwNp0aKF+M5UVVXRv39/YTCWGahlq7EDBgzg4MGDAmH55MkTMjMzsba2ZuPGjbi5uXHmzBl27tzJokWLuH79usBtlpaWkpmZiby8PEFBQbi4uKCtrU3r1q05c+YMc+bMYcOGDdjZ2REdHY2HhwedO3dm9+7dGBsbCyKgk5MTly5dEh69Tp06cf/+fQYOHEjHjh25ceMGFy9eRFFREYlEwsGDB/H39ycuLk6sqpWXlwv9tgyqoK6uTkVFBVOnTiU+Pp4HDx4glTYi3uXk5HB3dwcaZbG1tbWsWbMGLy8v1NTUWLRokZCUTp48mfT0dCQSCQ4ODqSmpgrgQf/+/enXrx8KCgo0bdqUK1eukJ+fz/Tp0zE3N+fmzZs4OzsTFhZGfn4+K1eupEOHDmhqahIcHMz+/fvR0tLi6tWrQsK3cuVKoqKiuHr1KlKpFC0tLRHsKqs+37lzR2Q5yBD6a9as+Xce1//f2n9SPyVD30Jj7ABAixYtxL//DDIBOHHiBAsWLPj5OujRowcODg48efKE9evXY25uLvC5Hz9+5OzZsyJHRHYMIIIZZe3AgQMoKSlx4sQJevfujaWlJe7u7mRmZmJnZ0d1dTXXr19HXl6eBw8eMGXKFAwMDITJesGCBUyYMEFIH318fLC1tWXt2rXY29vTrFkz3N3d8ff3x8rKimvXronK6NChQ1mxYgW5ubm0atWKvXv34uXlRYcOHdi8eTPx8fEkJSURHh5Ov379sLe35/bt2ygoKIhnd2RkJA8fPuT333/nzZs3IgBbW1ub5ORkpk+fjouLC1FRUbi7u7Nnzx6uX7/OmjVr8PX1JTg4GG9vb0JDQ4mMjMTAwIDKykpycnKQl5enRYsWmJmZkZeXx6+//srZs2dRV1cXz8Jr165x/fp1NDQ02LNnD6dPnwYgPz8fRUVFrK2tUVFRoaamhuPHj1NeXo6Liwvnzp1DU1OTnj17snDhQpo3b06LFi3w9/dn/fr1DBkyBEdHR7Zv386qVasoKysjKioKFRUVISGS3dtp06YBYGZmRkpKiljg7NatG6mpqbx+/VoEcdrZ2TF16lRatmxJQ0MD+fn5BAUFMWrUKBITE/Hz88Pc3BxHR0e0tLTYuHEjp0+fplmzZoSHh5OcnMzMmTNRVFRk2bJl9OvXDzk5OSFxTkpKok+fPigpKaGnp0dGRgZVVVU8ffqUHz9+UFFRgbq6OnFxcQwbNoyioiJMTEywt7enrq6OadOm0a5dOzQ1NYWiR1dXl3bt2rF161a8vb3R09Pj3r17SKVSioqK2LlzJ927d+fgwYO0bt2ajx8/cv78eVavXk1BQYGYCD958gQ1NTWGDx+OoqIikyZNAhrzsJYtW4aPjw8GBgZ8/vyZ8PBwysvLxWKqDNQ0atQoZs+eLSRb06ZN4/bt24wbN47BgwdjYmLCq1ev0NDQQEVFhc+fP1NWVoacnBzDhw+nT58+qKioiJgMFxcXBgwYwK5duwgODiYhIUG8x+3atWP48OFcuXKFK1eukJ6eTn5+PsnJySgrKwvpvpKSErm5uaxfvx55eXl69uxJWloagwcPpqCgQEzWNmzYgLW1NU+fPhU5UAoKCqxbtw59fX0cHR0pKSnhjz/+EPmTZmZmaGpqcvPmTfLy8khISGD8+PFCgfH06VNiYmKIjo6mrKyMmTNnEhYWxvv374mJicHS0pITJ07QsWNHmjZtSpMmTcjNzWXXrl1cuXKFsLAwHB0dsbS0JCMjg927d9O3b18UFRXx9/dn+fLlTJ8+HWVlZbZs2cK1a9cICQnBwsKC7Oxs8vLy8PPzQ1dXV1AN7927x8yZM1m3bh1hYWFs27aN48ePk5ycLCrk/077f0F7mwNc/2m7i0QiSZVIJAkSiUSmB+sIFP/0f4r/tu+/bSUlJf9gHP3rtqy5urqK32UDv5iYGPHAkh07depUsa2p+ff+cN26dfz6669iOy4uThzz5csXkbote32ZRK5jx8Y/ReY7uHHjBjo6Ojx79oxZs2bx4sUL7O3tBYFKTk6OFStWkJyczNixY0X5taamRgwsTU1NhXxNQ0ODOXPmkJyczMCBA4UfQ0lJiYyMDN68eSOua/369SxcuFAYSr98+YKmpib29vZMnz6dOXPmYGtrS3R0NP369ROeA0VFRaRSKfX19XTq1ImGhgYh2Vm8eDEfP36kadOmPH36lJCQEPLz81FTU6OiogIdHR0KCwvx9vYmKyuLhIQEzp07R3FxMfn5+ezatQsdHR1yc3Np27YtGhoaQkqzdu1ahg4dypgxYwgNDWXGjBnExcUxc+ZMFBQUCAsLQyKRsHbtWiZOnEhgYCBjx44VFLyEhARSU1OZMWMGq1at4vHjx2hoaFBXV8eCBQtQU1NDR0eHb9++UVpailTaCIlQVFTk8OHD+Pv74+TkxPz584mMjGTWrFkUFBRQWlpKaGgoffv2xd3dHYlEwvXr13FxcaGmpoZr164xePBgNm/eLLKUxo4di5GRkQiQ9PLyon379gwcOJApU6aQkZGBhYWFwId369aNly9f4u7ujomJCRcuXMDc3Jx9+/YRGRmJioqKkLk4ODhQUFDAypUrUVZWxszMjNjYWDp06CCCvXbv3o2uri6TJ0/G2tpa3J9Tp05RWVnJxYsXuXDhAh8/fqRXr16cO3eO3bt307lzZ+bPn4+DgwN//PEHTk5OuLi4YGxszKBBgwRiffv27URERODk5MS6detEPoMsdf7ChQvMnTsXNTU1+vTpIzxA796949OnTyxduhQVFRURiHfr1i0RHLh8+XJcXV3ZvXs3/fr1Q11dnczMTD58+MDFixeJiYlBTk6OmpoaMQCSSCRi9bh169Z0796dZ8+esW/fPpSUlDh8+DCrV69m7969QqaTlpaGk5MTVlZWQrqpoqLClClT2LFjB6qqqgwZMoT6+nrevn0r3qvs7Gzy8/Opr69HKpWSmZlJWVkZYWFhHDhwgNLSUnbv3s26desEvjQ6OpqmTZvy6NEjfH196dWrF02bNmXSpEnk5ubSuXNn0tPTWbt2LdXV1VRWVuLk5IS1tTU9e/ZkzZo1dO/enX379jF06FCWL1/OnDlziImJEdcVHBzMtWvXiI2NxczMDA0NDVENA5g7dy65ublERkbStm1b2rdvz8iRI3F3d8fDw4OJEycyfPhwJk+eDED37t0ZPHgwffr0ISwsjEuXLvHHH3/8SzrZ/6D2f9h787ga97b/+70qlUalAU2K0kQZU5EyZNhSMmaIZJ6nzAoZMqQSMrTJjmTaGcJGSQiJlISIEJUmUVJS6/nDtb73vq77uu5n/+7nee7ffb+e3/HXaTmtldVa53Eex/E5Pu//z/PUn51E4ef1WGb28ueYMGGCOJZIfoJ1Dx48+HfywtzcXGEHDODl5UWLFi1EMSTjCZWVlfHrr7+K12tsbGT37t1UVFSIPBUcHAyAhoYGAPHx8UL+O2rUKOLj4+nYsSMLFy7E3d2d4OBgMjIykEh+MvFkTpB5eXkUFhby/ft3YmJiBPMlODiYDRs2EBYWJiZB48aNQ1tbmxUrVuDr68uCBQtYtGiRsPINDAwUuwXv37+nsbGRPXv2YGNjg62tLXZ2dpw+fRpfX18MDAx49+4dhoaGqKqqUlhYSFNTExoaGoSFhRESEoKbmxvHjh0jNDQUf39/ysrKGDRoECtXrkRFRYXly5ezfv16Pn/+TJ8+fdiyZQuHDh0iLy+P6upqPn/+THp6Oi1atGDGjBnMmTMHNTU1/P39+fr1K25ubhw5coT27duTlZXFhQsXePPmDXFxcTRr1kw0MK5cuSL4SIcOHSIzM5Po6GjevXvHxo0bsbW15fr165SUlLBz505WrFjB2bNnad68ORMmTKCpqYmamhoePHhATk4OSkpKPH78mL59++Lu7o6dnR337t3j3LlzfP78mdraWgYPHkzr1q1JSUnB39+fJ0+e0LVrVxoaGti8eTMdOnQgLS2NYcOG0bNnT9q3b0+rVq0YM2YM9vb2BAYGoqamxvz587G0tGTBggUYGBiQkpJCz5490dLS4sGDByQmJgrmXZs2bVi4cCHHjh1DSUmJCRMm8OrVK6ytrfn8+TM9evRASUmJNm3a8ObNGyIiItDR0cHV1VWYRFlaWmJqair2mZ49e8a3b994+fIlo0aNoq6ujlatWjF8+HDu37/PrFmzsLOzw9ramunTp3Pu3Dm6dOmCnp4ev/76K7169aKiooI7d+7w8OFD0QxcvXq14Ds9ffqUESNGYG9vL95zR0dHbGxsqKmpoaGhQaARBg8ezNSpU3nx4gWbNm0iOztbTGPv379PbGwsKioqlJWViZ/71atXyMnJUV9fz7lz5+jQoQM+Pj44ODgwYMAAlJSUiIiIYPbs2Tx8+JAhQ4YwePBgHB0duX//Pl5eXrRq1YrS0lI6duxI27ZtqaqqIjAwkKlTpxIfH09QUBBKSkrEx8fT1NTE2bNnuXDhAmPHjqWiokK4/33//p2ysjJqa2t5/PgxmZmZ1NTUkJyczKVLl8SUbfr06QwYMEDAR7ds2YKcnBwdOnSgoqKCRYsWUVpaiqOjIwcPHuTbt2/C6c7Q0BAHBwdRdJqYmNC9e3cuXrxIXl4e06ZNY+7cuWJn/erVq7Rq1Qo1NTUmTJiAr68v6urqTJo0icrKSsaOHcvGjRtRU1PDzMwMBwcHrly5QlRUFG3btsXW1pZevXoRHBzMgAEDxP1Ofn4+u3fvFrvCfyX+HxU/EolkNfADOPa3h4oBY6lU2hlYDMRJJBKN/8TzTpdIJA8kEsmDPz32L4seWfw5ecgKFUB8yf9vXpONGzcydepU8Vjfvn3FcWBgoLCGlp2/bds29uzZw8WLF//uuWTTJmtrazp16oS3t7cowCSSn1a7enp6eHp68vbtWzHK37NnD9u3b8fX11dohWU3TjL6c319PbNnz2b9+vWsXr2aEydOsH37dvHeJCcnY2try6lTpxgwYAAZGRlER0djY2ND69atsbGxoUuXLkgkEpqammhsbCQwMBA7OztsbGxoaGjA3t6eadOmMX/+fFxdXVFRUcHa2pqFCxcycuRIZs2axcOHD0lKSsLDw4N9+/YJOKqOjg6enp5C9lNTU8OcOXNEJ2XUqFHY2Ngwbdo0sdDYu3dvnj59yvjx49mwYQMNDQ3ExsZy/vx5UlJSkEql5OXl8fbtW6qqqqitrSUpKYl58+aJ/8uxY8e4c+cOVVVVYlLx7t07LCwshIVvTEwMDg4OmJiYIJFIhHe/h4cHa9asITc3l0WLFpGRkYGPjw8XLlzAy8uLESNGIJVK+fXXX9m8eTOWlpaMHDmSlJQUZs6cyeLFi/H19RU7OwYGBvzyyy9i7CuV/rSN7tixI42NjWJalpqairm5OTt27MDCwoLDhw9TVFSEjo4Oo0eP5uXLl6KDU1FRwYkTJzAzM0NTU5MvX75gZmZGUFCQkFvJZFznz5/H3d0diUTCvHnzBHm8vr6e3r17Cwhhenq6YEV4e3szbdo0srKykEql3L9/H1VVVaKiolizZo3YF/H19SUwMJBBgwaJC7+sUB42bBhDhgwRkLI+ffogJyfH77//zuDBg3ny5AmPHj0SxgCy93TNmjU0b96cHTt2UFxczIcPH3B0dCQ6Opp58+YRFhZGp06dGD9+PD179hTf5cDAQA4ePMj27dvx8fERE1CZxnn48OGEhIQIO8zs7Gyio6PZv38/Pj4+FBYWMm/ePPbs2cPnz59ZtmyZYC9cvXoViUQiQLy7d++mefPmtGnTRrgR5uTkUFtbS0BAANnZ2bx48YLo6GjU1NQ4ceKEmBJ17dqVo0ePMnfuXJycnAgKChK26ZGRkbRs2RJ5eXk8PT1p164dzs7OYgFZTU0Ne3t7NDU1uXPnzt/JDTMzM/Hy8mLGjBkMGDCAFi1a0KpVK8zMzDAwMCAhIYHOnTtTVFQktPFLly5l+PDhGBoaUltbS0JCAvr6+sItzN/fn/LycsLCwtDX10dHRwcjIyPBc/qfGP9VeapTp05IJBI+f/78H/47mcEOwJ49e8Tx3Llz8fHxEX9OSUkRgGBZdO3alQ0bNghYYsuWLYX1LkBQUBDz5s0T0juJRMKmTZvYtm2bkFcDODg4MG3aNJ4/f86YMWPw8fHht99+IzIykqqqKszNzQVA+tSpU3z58gU5OTkyMjIYOHAgsbGxLFy4kM2bN9O2bVvhJqeuro6BgQGpqalcuXKF27dv4+TkREZGBunp6SQlJYmCrVOnTjx//py2bdtSVFTEkCFD0NHRQU1NjQMHDqCvry8kzHl5edy8eZP9+/ezdOlSGhsbadWqFZcuXWL58uUcO3YMBQUFDh48SLdu3YQBQUlJCW/evOHUqVMMGjSIGzducOHCBRYsWMCZM2dQV1fn7t27fP/+na5du1JbW8vevXuxtLRk586d2NvbU1FRgZ+fH4aGhpSXl2NjY4OLiwtNTU2cO3eOly9fMn78eAoLC5k/fz5fvnyhrq6ODRs28ObNG06ePCkkRLm5ufj6+lJXV4e7uzsbNmzgy5cvaGtrC5trDw8PQkND0dTUZOXKlbx9+5ZDhw6xa9cuUlNTKS8vx9HRkaKiIqytrcnPz8fCwoIOHTrw+++/k5WVxZ07d2jZsiVr165l5cqV2Nvbk5SUJBQnDx48QF1dnfbt2xMcHMzbt295/Pgxz549Y8eOHTQ1NREQEIBUKmXmzJns3buX5ORkWrZsSXZ2NjU1NUybNo3ff/9d7DVbWFjw7ds3nj59SmRkJEpKSnz79o0WLVqIXZOkpCTWrFmDmZkZL1++xNTUlLFjxxIVFSUcOhsbGzEyMuLbt2+EhYVRVFSEsrIy165dw9LSEnt7e0pLS4mJiaGoqIhmzZrh5eWFj48PUqlUFPSpqanEx8fTunVrYZiTlJSEnZ0dM2bMYOjQoRgbG3P06FH69++Pt7c37dq1o6ysjJKSEt6+fYucnBzBwcGCI7V582b69etHTU0NCxcu5MiRIwwZMkS488qMgAwNDdHX10dLS4vZs2fz+PFjTp48ibW1NXp6eqxdu5bq6momTZqElZWV+AzKeFDZ2dlkZWVx9uxZMZ0dNGgQq1evxsXFhZqaGkaPHi2soYODgykuLubhw4coKCigqqoqeFmlpaU0NDTg4OBAaWkplZWVjBo1ChMTE549eyaaiTY2Njx69Ihu3bphaGjIzZs3cXFxoaqqSpjqyMnJYWFhIfaWR40axZcvX1BUVERfXx8lJSU+fPhAQ0MDBw8eZP/+/axatYrAwEASEhKYNm0aHh4eqKmpsXPnTtTV1bl8+TLz5s2jpqaGnTt3Ehoaire3N3Fxcairq4tcq6qqiqenJ4WFhdjZ2ZGdnU3//v1RVVVFRUUFTU1N4c78V+I/XfxIJJLJwFBg/N8kAkil0nqpVFrxt+OHwCvAAvjA30sODP/22D8NqVR6QCqVdpP+E8cG2TTmb+f9y2NZJ1MWVlZWpKSkAPBnV54/d+bmz5/PwYMHAZgxYwaA0LrX1dUhlUr/bopka2vL69ev/+61Zd2fP8vxZs2ahZGREfBTFy6R/GT1FBUVkZSUhIWFBWpqaoSHh9OrVy9iY2NZvHixcOkICAigvLwcBQUFlJWVGT58OHl5eWIJ788g0v79+5OTk8O3b9+4evUqJ06cwNvbW+ilo6OjiYiI4OHDh3h6egq7zMePH3P+/HlevnyJh4cHvr6+Av6mo6PD+/fv2bJli3AW8fPzY+fOnezfv19Is7Kyspg6dSqfPn3C1dUVQ0NDwfjp0qULJSUlnD9/nsuXLzN16lQxkXn27BmdOnXCwMAANzc3TExMkEqlnD9/ngEDBhAYGEhMTAw3btwgIyODtWvX8uuvvxIbG0teXh6zZs2iTZs2jBkzhgMHDgj3ufz8fK5evcqIESN4+PAhJiYm7Nixg4qKCgYMGEDLli0ZOXKkuME4ceIEO3fuREtLi+LiYszMzLh48SLnzp0TUoP9+/czc+ZMKisrqaioICIighYtWnD58mVcXFyYPXs2mZmZJCQkcO7cOfG7+fr1K1LpTyiljDexceNGMWmqqakhIyOD0aNHi2JLxrvYs2cPy5YtIyQkROyFLF++nIqKCtLS0oTONTQ0lLdv3xIeHi7OfffuHQEBAeTn5/PHH3/g7++Po6MjDQ0N9OzZU3SDVVRUeP78OUlJSfj5+aGgoICioiIODg6CMj9u3DgAQkJCGD16tNh/GT58OFKplIULFwo5j6z4lSUyVVVVbty4gbW1tXA2DAwMpKGhgaSkJK5fv05jYyMuLi5IJD8Bu7Lfm0Ty05yjqKiI1NRUlJWVRQFXWVnJsmXLGDRoEC4uLvTq1QsPDw/S0tIwNTWlvLyckpISqquryc/P58KFCxgZGeHj4yO6dDJ5IYC9vb0gRkulUmFh3rp1azw9PfHy8hJA4DFjxnDmzBnmz5+Ph4cHpaWlfPr0CYlEIibIUulPx8eJEyeyfft2rly5wpQpU0hISCAtLY3a2lpcXV1F0p88eTJjx47l0qVLNGvWTCyCa2lpERQUJDryGRkZREVFcfbsWa5fv87Vq1eRSqVMnz6d5ORk3r9/j7e3N1lZWXTs2FHIRK2srIiKiiIuLo7MzEwCAwOFA5iDgwM1NTXo6urSu3dvIbGrrq7m/v37//xi/d88/nfkKQ0NDTGN+dt5ADg7O/+7PCXLNzKQt46OjvgsxsbGCgaK7LsHPyWIO3bswNnZmWXLlgH/Nt2RfQ5kbn3ws/n36dMnwQhyc3NDIpEQHR3NjBkzSE9PF3ImLy8v1NTUWLJkiWggxcbGUlBQgLa2Nh4eHty/fx83NzcxEWxqahJw02/fviEnJ8fAgQOxsLBg/vz5lJSU8PHjRz58+ECHDh2ws7MjOjqaVatW0dDQwNq1axk+fLjYK3V3d2fIkCG4u7uzZ88ejh49SmpqKnPnzqWgoIBRo0ZRWVnJsWPHRHPR398fFRUVFi5ciJubGw4ODkycOFHsIg4ZMoTs7GxSU1OZPn06dnZ2JCYmYmxsjIaGBmpqanz9+pXWrVuzaNEiXrx4wdSpU7l48SJTpkwhKiqK8vJyAQ89duwYmpqa3Lt3jyNHjhAXF8fBgwfJyclhwoQJFBcXk5qaypAhQ8jJyaGiooJ+/fqhqqrK77//zqNHj/jy5QtTpkyhsrJSTNFkE6H+/ftTW1tLp06dUFZWxtLSkrcm074AACAASURBVHfv3iEnJ8ezZ89wd3enefPm1NTU0KJFC16+fCnA0NXV1QwePJguXbpQV1dHXl4eDx48QFlZmalTpxIbG8vvv//Ox48fycvLIyoqiqKiIqZMmcL3798JDw9HV1eXgIAAlJSU+OOPP7C3t2fFihViIm5lZSVkgurq6igrK7Nt2zZ69uyJm5sb69evp7y8HCcnJ759+8b79+/p1KkT8vLyeHt78/nzZ2ERHRQURFhYGNevX2fp0qW8evWKS5cuYWBgQEREBAYGBigpKYkisaKigoKCAsLDw5GTk0NeXp42bdqI79zx48eRk5OjX79+WFtb4+7uLqYwYWFhnD9/nmfPnhEQEICGhgZ9+/Zly5YtaGpqoqCgwIQJE9DR0WHlypV069aN5ORkGhsbefPmDePHj6exsRFjY2MBlrW3t6ekpISlS5fy7t07lixZwrt374RhkpmZmdi5ateuHcbGxpiammJubs7SpUuJjIyktrZWsPA+ffrEkSNHUFdXFzJNieQngys7OxtVVVX09fUJCwsTMPQRI0bw9etX1NTUsLCwwNLSkgEDBqCnp8fZs2cZMWIE165dw9zcnK9fv1JXV8e4ceNo2bIlT58+JSUlhdWrV7Nv3z7u3bvHq1evBLNo8uTJ/PjxgzVr1rBkyRKampro2rUrEydO5NWrV8jLy6OoqCh4UL169SIqKgpXV1cBsJfd50RHR3P37l0uXbqEv78/+/btY/Xq1Xz48AE9PT1sbGzo2bMnQUFBeHp6kpubK5wbZXiUVatW8f37dzZu3ChkwOfOnaO+vl6ooP5K/KeKH4lEMghYBgyTSqW1f3pcVyKRyP/t2IyfC6OvpVJpMfBFIpH0lPysCnyBc3/19WRyMvg5jZHd6MviH4uPP4fs7+Li4nB1daW4uFjsjsBPC2FZREZGCinN/v37kUgkQrrTvHlzysrKxE2EVPqT2h4aGipep6CgAPi3yY9sUXzAgAG8e/eO3377DS8vL1RVVcWiua2tLYGBgZiYmPDq1Suhdc3KymL16tX4+vrStWtXtm/fLgB4sgXHoUOHkp2djZaWliB9a2pqcvbsWaKiooiNjRUe+hEREVRVVXHhwgVmzJjB3r17iYmJISQkhEWLFnHhwgXc3NxEZ7FPnz68e/eOpUuXUlRUREhICL1790ZLS4sDBw5w8+ZNcnNziYuLEzsKEomExYsXI5FIKC0tpbi4mFmzZmFiYsK4ceMwNTWlqKgIJSUlcnJy+OOPPzh16hRbt27F3d2d/Px8Kioq/o4jk5GRQXBwMG3btkVDQ4Pjx4+jqKjIwoULKS8vp127dowdO5aVK1cyf/58kpOTcXNz49mzZ6SkpIhuYO/evZFKpQLYNWzYMHr37k23bt04fPgwt2/fpnXr1vTu3RtFRUUOHTpEXFwcO3bsYPDgwXh7e/PgwQOioqIYNmwY58+fR0dHRyyF9+rVi759++Lm5sayZcsE72DUqFE4ODgwduxYevfuTUlJCWPGjGHevHm0bt2aNWvWcPz4cSIiIkhKSiI6OprZs2cjkUi4c+cOGhoazJ49W1iMt2zZkrq6Ovr06UPr1q1ZvHgxy5cv5/r16yxevJgzZ85ga2uLjY0NEslPOGZ+fj53795lwIAB1NfXs2DBAn755Rdev37NiRMnGDt2LMHBwaxYsYLZs2fTp08fbG1tCQ4OJjIykl27diGRSAT4d8WKFeTk5GBtbU10dDS7d+8WjQMfHx+WLVvGpUuXxI5CaGgo48aNQ1VVVejt9+7di56eHjNnzuTVq1fcv3+fW7du8fnzZ06fPk2XLl2IjIykoaGBmzdvcvz4cSQSCYGBgYSEhNCyZUucnJyEOcDr1685evQot27dEtMamXX6hw8fMDIyEuBfTU1NCgsL0dDQYNeuXcI0QyKR8PjxY/E5kUgk7Nq1i8WLFxMZGcm3b984deoU6enpbN68GV9fXwICArh48SK9evXCy8tLTI5XrVqFhoYGZWVlpKSkYGlpyS+//MKTJ09YsGABu3btQk9PD21tbbGgXF1dTXBwMIMGDSI0NJQ7d+7g6enJ8ePH6dKlC+rq6uzbt08UmAEBAQQGBuLk5MSAAQMICwvD3d2drKwsJJKfToHBwcEi8UilUlq1aiWmjW3atCE+Pp7o6Ggx7bt8+TJaWlpER0fz5s0bPn/+THR09P8SOfu/S/xX56kTJ07w/PlzAKZMmfLv8pTMfelvrwv83BkFxCKvv78/fn5+nD9/nqKiIgIDA/n06RPHjx+nuLgYQ0NDtm7dikQiwc3NjR07dogOv+RvO5uJiYnCTTQjI4OVK1dy7do1LCwsREEPPydQVVVVPHnyBGVlZfz9/UlISMDHx4f9+/ejqKjIjx8/MDExQVdXl19++QVNTU0+ffok7PhLSkpwdnYmISGBX3/9lbt376KhoYGxsTHfvn2jrKwMc3NzPn78iLKyMiEhIRQXF6OlpcXt27cFvuHXX39lzpw53L9/n0uXLpGfn8+lS5d48OABI0eOJDQ0lGvXrjF58mSOHj1K69at6devH4cPH+bChQskJydTXV3NrVu3+O2331BWVubRo0f4+vpSXl7OkydPRGNFtkMlJycnbjpluxoJCQns2rWLqKgoFBQUKC0tJTQ0lGfPntG3b1/MzMz49OkTERERvHv3jhEjRvDmzRv8/f05d+4cmpqaBAcH4+XlhYKCAteuXWPx4sVoaWlhbW2Ns7MzDg4OjB8/HhMTE8rLy5kwYQJycnKMGzcOY2Nj4eopmzIbGxvTpk0bPDw8WL58OaqqqsTExCCRSMjOziY3N1ew4CwtLSkoKODhw4ecPHmSMWPG4OHhQX19PR4eHsL91crKiuTkZJSVlbG1taVDhw7CIjk6OlqwhhYtWoSamhq9evUiNzeXjIwMxo0bJ5b0dXV1ef/+PUpKSgQEBFBUVMTDhw/Zvn07P378IDY2FlVVVRwcHHB0dOTQoUP07dsXb29vdHV10dXVZfbs2RQWFrJgwQIxDWpsbBTGPlVVVcII5vLly1y/fp2uXbtiYmKCnp4eAwcO5MGDB9y/f1+8J/CzUV5aWoqOjg73798X0r1Hjx6xZ88enJycyM/Pp66ujh07dgg5oaKiInV1dRw4cIBhw4ahpqbGpUuXqKys5MOHD7x//576+nr27NlD69atuX37Nk1NTUyaNInc3FwmTpzIuXPnmD9/Pm3btqVTp07k5OSIqeqiRYuYMWMGhoaGNGvWDGNjY3x8fIRcW0FBgRcvXqCkpMTnz59RVlZm69atGBkZoaGhgaenJx8/fiQuLk4002X3QAMHDqShoYGnT59SVFQksCHJycmMHTsWY2NjOnToQOfOnSkuLubs2bNs2rSJmpoaJk6cSMeOHWnfvj1lZWUC+q2qqkrz5s0JCQlhx44dAlberl077t69S2FhIdHR0UyaNIlWrVqhpKTEvn37yM7OZsmSJfTs2VMUs9bW1qSkpGBqasrHjx/p168fQ4cOpV+/fpw/f57Pnz+TmJiIiooK2traYrKTm5sr9q//+OMPXr16hba2tjAsiY6O5tGjR7i6uv7l/PBXrK6PA3eBDhKJ5L1EIvEHdgPqwDXJ31uFugCPJRJJFnAamCmVSmVLqLOBaCCfn522P+uv/2WoqKgII4F/LGzg51Tlr0RFRQUA06ZNQ11dHVdXV86cOSP+/s8FlGza848yOxnh/s/R1NQkGCiyrhsgeCZ/3i+aOHEiHz9+xMTEhBkzZjB8+HC0tbWxsrLCxcWF+vp6unfvTosWLfDz82PJkiVIpT894Q8fPiycxbp27UphYSHFxcVi9JeWliZsGh89esSMGTPIzs7m2bNnuLi4MHPmTDQ1NXF1deX8+fNYW1uLnQc9PT3gZ4EYEBDA2rVrOXz4MFKplBkzZpCfn4+zszOPHj3Cy8sLGxsb7t27R1BQEI2NjXTo0AFnZ2dSU1OZOXMm4eHhVFdXM2HCBFxdXdm+fTu1tbVs27YNR0dHQkJCBONINk6Oioqif//+Iqm3b9+ejRs30q5dO75//86xY8dYtmwZKioqNDY2UlZWxubNmwWI9ubNm6xYsYLt27fTuXNnfvz4QW1tLfPnz0dHR4fIyEi8vb25dOkS379/R05Ojnv37vHlyxeGDh0qXGUGDhxIv379WLJkCXV1ddTV1XHlyhVcXV15+/YtBQUF1NbWoq6uTmpqKs7OzmKZcMqUKeLLmpeXx7Zt2+jRowd37tyhR48e3Lp1i3379gnjhFmzZrF161asrKx4+fIlmZmZ2Nvbs2PHDmEoICssBw0ahKWlJb6+vlRXV7N48WKCg4MpLCxk48aNHDlyhJEjR3LgwAE8PDzIzc2lrKwMR0dHJBIJVVVV1NfXi10PZ2dnKioqmDt3LidOnCAwMJDly5ezevVqcXG2srKiRYsWrF27lrlz5+Ln58ezZ8+4du0aM2bMwMbGhlatWlFbW0vLli2pqKjg+PHj+Pv7Y2NjQ2hoKDk5Ody4cQNzc3NUVVUJCwvD3NycCxcucObMGSFFkLExiouLGTFihCioZs2axS+//CLMP0aPHo23tzdt2rQRxZ1EIqGmpoaTJ09y9epVTp48iUQi4bfffsPQ0JCRI0fSr18/PDw8AJCTkyMwMJBv376JPbmnT5/Stm1bmpqacHR05NOnT0ilUpYuXUpYWBjq6uro6elRVlbG+vXref36Nc7OztTU1KClpYWCggJ1dXVoaWnR2NiIVCoVDoteXl48e/YMPz8/bGxs2Lp1Kz9+/ODs2bO8f/8eFRUVTp48yZ07dzh48CCTJk3iwIEDDB48mBs3bvD48WPGjh2LnJwcs2bNEjLHlStXEhwcTN++fenQoQO6urpMmzaNmpoaBg8eTHFxMWvXrqWqqgo/Pz9Gjx6NkpIShYWFbNq0iVmzZrFo0SKmTZvG0qVLAVi8eDGVlZWsWbOGlJQUBg0axK1bt/6pq9h/p/jfnae0tbUZO3bs3/G2/hwBAQHIyf3rdCvjxMk6lxcvXkRRURFTU1Pu3r0LIFgosggODubWrVsit8li6NCh4rhbt27Y2dmxdetWUcDK1AqqqqpYWVlRUVEhpk2PHj1i9OjRBAcHs2nTJrp06YKPjw/Nmzdn27ZtGBsb09jYyNSpUxkyZIiQUx0+fBhjY2M8PDz49u0bAQEBtG7dWhT1Hz9+xNTUlPfv35OUlMS4ceP4+PEjMTExfPz4kTlz5tC+fXu6dOmCjo4OJiYmjBkzBl1dXT59+kRtbS2qqqpIJD+NeJKSkujTpw/Dhw+noaGBzp078+nTJ4yMjITLlq6uLh8+fBBIh3HjxuHr68vUqVO5dOkSmzdv5vv379ja2hIbG8vdu3dZsWIFffv2ZcWKFaSlpTFr1ixKS0vZs2eP4O6ZmprSvn172rZtS6tWrdi3bx+7d+8W1zs3NzcUFRVpamqitraWtLQ0wSWTwR/v3bvH2rVraWpq4sePH3Tv3p01a9aQkZHB4cOH8fHxERDoDx8+UF9fj4WFBdu3b6dv3760a9dO7EQ0NDSwevVqXr9+TWhoKEuXLqWqqoqGhgbWrFlDTEwMRkZGREVFkZCQIFg2zZo1o7y8nBs3bmBgYICfnx8GBgbC/CcnJwcVFRUuX75MWloaOjo6rFq1ipKSEvT19bl79y45OTnU1dVx48YNJBIJcXFxaGtr07FjR+rr6+nZsydpaWl8+fKF27dv8/jxY44cOUJWVhbm5uaUlZWxZcsWDA0NWbZsGXV1dTQ2NtKzZ0+uX7+OoaEh3759o1u3bjx58oTo6GicnJy4ceMGV69e5eLFi4SHh6OsrEzv3r1ZtmwZXbt2ZeHChRQUFNClSxd0dXVRU1OjoaGB5s2bs2TJErZs2YK9vT26uroCtvvmzRsBOR8wYACWlpbk5uby9OlTzp49y6FDh3j37h0ODg58+fIFBwcH8fvq2rUr8fHxTJs2jSNHjuDo6Mi6detYtWoV48ePZ8qUKXh4ePD9+3cSExOFe1+vXr2YMmUK+vr6hISEYGpqyrFjP9W5EslPxEJDQwPl5eVC8igzidq8ebPIYSdPnmTfvn1oa2ujqqpKbW0t69evp7i4GCMjIxoaGtiwYQMSiYQfP34we/Zs0dx9+PAhQUFBnDp1ioiICOzs7NDR0eHOnTusWbOGvLw8vnz5QrNmzXj27Bnv378XzohDhw6lffv2zJ07l9LSUhISEpCTkyMsLIywsDC2bt3K9evX2bdvH6ampuzcuRNVVVW6dOnC9+/fcXJyorq6mlOnThEQEICdnR1xcXEoKCiIz0y3bt1wcHBg7969XL58mfLychwcHDh8+DA3btzgzZs3BAUFUVhYKNh9fyX+R0BOHz58KLqdsp/3n+0AyZLOn8+VSCQsXLhQAAX//Lgs/tl78M/O+1fnSyQSAaf8R1mDzHd+xYoVVFdXM23aNOzt7Xn8+DGNjY3Y29uL7p+vry+xsbE8evSI5ORkwSCSWVQOGDCAoUOHcvToUX799Vdu3bpFr1692LZtG3/88YfYpbC1taV///4cOHBA6Ig/fvzI5MmTKS0tpUePHoLOO336dK5cuYKuri7Z2dnY29szcOBAhgwZQkxMDIMHD2bs2LHC4lr2fkycOBEXFxd69uwpuBUzZ87k0KFD4gtuZ2eHsbGxGN8rKCgwceJEfvnlF9asWcOBAwdo3bo1S5cuJSUlhSVLljBu3Dg6dOggRvUyScGRI0dQUVHhy5cvKCgoYGtrK8bscXFxKCoqsmLFCszMzGjVqhXOzs7U1dXx5s0bsrKyOHDgABs3biQyMhJDQ0OUlJQYMGAAs2bNIjo6Gmtra9auXYuampoYsZ89exYtLS0KCgrYvHkz586d49ixY0RERNC5c2d0dXVZunQpNjY2wp3o+PHjzJgxA0VFRXbv3s2YMWOEX/6ZM2do3769AGCWlJRw6NAhWrZsSXh4OG5ubixatAhPT08cHBxISUlh7ty57Nu3D2dnZ7H0WllZycaNG9HW1mbatGkoKCgwfPhw5s+fT2ZmpnCXs7a2prKykjt37hAVFUVycjIJCQkCzhoWFkZTUxNDhgxh3rx5wjJ06NChtGrVioCAAMzNzenRoweurq7s3LlTWGGGh4eze/duGhoahCzz2rVrvH//HmdnZ0aOHEmPHj1wdnYmPDwcDw8PHjx4wM6dOxkwYAA5OTn4+PgIFxsVFRVcXFwYOHAgenp6WFhYsGvXLmJjY/nw4QMhISH07duXmzdvkpCQwIQJE1BVVaW0tBRdXV3MzMyIj48XltSLFi1i0KBBNG/enOPHj7NlyxauXbuGhoYG48ePp3///owcORI1NTVGjRqFvr4+u3fvpmfPnuzevZsHDx7g6OiIvb09eXl5dOjQAV9fX5YvX461tTUSiYT79++Tnp6Og4MDW7Zs4cuXL6xcuZJ+/fpx8+ZN1q1bR0pKCu7u7igpKfHo0SMKCwsZMmQIo0aNYsqUKbx48YIrV65w48YNwsLCOHDgAC9evGDixIkcPXpUSCllevLIyEi0tbVp2bIlo0aNwtLSkvLychYvXsy2bdtEB1hdXV0YVXh7e/P161dev37N4cOHaWhoYO/evcybNw8XFxcSExO5dOkS69at4+7du2zfvp20tDT27t3L9evXefnyJcOHD2fdunX/B3L6L0KWpwoLCzEyMvpP5akVK1Zw584dUlNT6d69u5A4yuKv5ilNTU0+f/4szpf9TBKJRJjC1NfXk5mZiZmZGbm5uSQmJnLs2DGcnZ35/v27YLB9/PiRgwcPsmbNGubNm4elpSXr16/n6tWrBAUFUVBQIAC9vr6+nD17FjMzMywsLHj8+DGxsbGEhoZiYWFBUlISr1+/Jjo6mqKiIpYsWYKpqSmZmZkUFBTQsWNHampqsLe3F4BRWWPF39+fM2fOCCe4Vq1acezYMczNzQkJCWHu3LnY2tqSkJDA3r17hXymR48emJiYYGBgwMiRI6murmbTpk08evSIkydPcvr0afT19VmyZAlRUVHs378fOTk5OnbsiLm5OSkpKQwdOhQrKysOHTrEmzdvcHR0ZPjw4SxcuJANGzaQlZVFdnY2OTk5eHl50axZM+rr65GTk0NPT487d+5gYGDAkydPkJeXx9nZmRYtWtCmTRsiIiL48eMHVVVVzJgxg8zMTM6fP4+Pjw8aGhrIy8vTrl07EhMTuXjxInZ2dri4uKCoqIi8vDz19fXk5eWhrKxMVVUVffv2JS8vj5ycHAYNGoS+vj5Dhw5l1apV6OnpUVNTw8ePHxkxYgSJiYnIy8uzb98+Jk6ciL6+PuXl5Tx9+hRtbW3KysqYO3cuNTU1ZGVloayszP379zE2NsbJyYn4+HgMDQ2ZOHEif/zxh9hXNjU1xczMjLq6OlJTU1FRUaFLly6iebN8+XJKSkrw8/MThWFdXR2FhYVcuHCBZcuW8fz5c/T19WnRogX37t1DKpUKVs/06dNFMaimpsbVq1fR1tbG0NCQyZMns2XLFlauXClk5xkZGdTV1eHi4kJdXR2vXr3i5s2bDBs2DCsrKwwMDFiwYAHLly/HwsKCDx8+kJ6ejpmZGaWlpdjY2FBZWcmBAwewsbHB2NiYdu3aoaqqSsuWLUlPTyctLY2goCBu376Nqakp79694/nz53Ts2JFmzZrx9etXVFVVBZuqtrZWSI0jIiJo3bq1gGVPmDABT09Ppk+fjpmZGdbW1hgbG4vJ0MiRI9m1axeDBw+mqKgIQ0NDAgICCA8PFw1mZ2dnRo0ahbOzM7NmzaKoqIg2bdpw584d6urq6NWrFwMGDOD69eukpqaSk5ODnZ0dCgoKFBcXs2TJEo4ePSqmf6dPn+b169cUFBQwcOBAMjMzqaioELs3JiYm9OjRgxMnTqCuro6Pjw+rVq1CWVkZGxsbdHR0qK2tZeXKlYLto6WlhaKiouBchoWF8f37d6qqqhg2bBiNjY1kZGTg4OCAi4sLSUlJvHjxgj59+vD+/Xvu3r1LZmYmkyZN4vXr13z69AlLS8u/nKf+33B7+y+JfyZn+1cSt39MOLLC589x/vz5v3seL69/czSVPa/sef5Vgbh3715u376NVCrF1taWyZMnCwtBgEOHDqGvr09WVhZjxowhPj5e2BQePnyYo0ePCv310aNHMTQ0pLq6ms6dO7N161Y+fvxIeXk5q1atIjs7mzdv3uDq6oqioiL9+vXj2LFjYpdn3LhxQi7VqVMnIiIisLKyYuXKlXh4eJCYmEhdXR0KCgrExsaybds2LC0tkUgkhIaGkpWVRUZGBrm5uQwbNoyZM2cikUgICgrCyMgIJycnevXqRWpqKo8fPyY4OJhXr17RsWNHtLS0hMRCJucbOXIkGzZsIC8vj/bt2/PgwQNu3rxJUlISQ4cOxdDQkKioKNatW8f06dNZvny5YMwcPnyYyMhI9uzZg4mJCatWrSIuLo709HRevHiBh4cH7969E9K9bt26oaKiQnl5uVg6TktLIz8/n2fPnmFsbEx9fT1SqZT09HSePn3Ku3fv0NfXx9PTk5ycHK5du0Z2djZbtmwhIiKCBQsWEBsbS0NDA5MnTyYsLIyPHz/i4uJCQkIC3t7eKCsr8+7dOxwdHdm/fz+rV69m27ZtGBkZMWnSJMLDwzEzM6O8vJyJEycyatQoli5dSmpqKoGBgZw/f56ZM2dy6tQpnj9/zpw5c/j999/5/v07/v7+NGvWjH379gmJk4GBAbW1tYJovXXrVkaNGsWVK1fE4m3z5s3p2rUr79+/Z+XKlWKPRl9fn2bNmnHt2jUePXrE9+/fGT16NDExMbx69Up0+wwMDBg+fDiDBw9m8ODByMvLk5mZyYYNGzAwMKCsrIxt27ahqqrKggULkEp/8qLMzMxYunQpycnJ9O/fn4KCAm7evMn58+e5c+cOly5dQl9fn169erFx40ays7MJCQnB2dmZfv36kZ6ezqZNm6ivryc0NJTff/+dqVOn4uHhQXh4ODU1Nfz222/s3LmTN2/eICcnh7m5OWZmZqxcuZI1a9ZgamqKh4cHkydPZu7cuRw5coTr169z4cIFbty4gb6+Pu7u7nh7e+Pn5yds2SdMmICWlhb29vbs3r2blStXMnPmTOzt7fHz88PCwgL4Ofk9f/48Y8eORVdXl4sXL7Jnzx52794trGu7d+/OoEGD6NOnD9evXxd7ggUFBcTExLBq1So6duwo7MBDQ0PZunUrrVu35uLFi9y6dYvLly/j4eHBsGHDyMzMRCKRMGnSJDHRqqysRFlZGScnJ7Kysmjfvj0SiYTly5fj4uJCly5dhLMVIDrGL1++pKSkhL59+9KnTx/69OnDlClT2LhxIxcuXEBPT4+GhgbS0tLo378/J06cIDQ0FCUlJTF9+D/xH4dst1MW/1Ge6tatm1jmB7h06RKpqanATxc3gH37fg6rcnJykEh+cntkIXOy/Mc8JZPKyCI+Pl5AdfX09LC3t8fHx4e6ujrU1dUJCwvDy8uL+Ph4RowYwZMnTzA2NiY+Ph5PT08uXbpE27ZtcXV15ejRo2hoaBAREcHq1atJS0sjICCAb9++kZyczOzZs6mqqsLDwwMFBQU8PDzIyclh7Nixomm1YsUKevTogb6+PpcvX0ZHR4exY8dibm6Oj48PP378QF5enpycHAYOHIiOjg5aWlpCZldUVER5eTkWFhbCdrlPnz5CbhcSEkJMTAyLFi2ib9++fPr0iTVr1jB06FAcHBz48OEDZ86coWXLlpw6dYrU1FS2bt1KZGQk06ZNw9fXl4KCAo4fP46GhgYPHjzg6NGjdO3aFScnJwoKCjA3N8fT05PExEQyMjLQ1NSkd+/ePHnyhA8fPlBeXk5UVBSfP39mzJgxZGdn07p1axQUFKitrWX//v14eHgQEhJCZWUls2fPZsGCBTQ0NBAfH8+HDx8oKyvjy5cv7NixwsPn0wAAIABJREFUAysrK4KDg4V65Pbt26Snp3PlyhW8vb1pamrC3t6ee/fu8fXrV0xMTHj+/LkwPvry5QuGhoY8fPiQ3r17c/v2bTQ0NLCzs2PVqlVoa2uLJqW1tTVOTk6CEfT8+XO6dOnC06dPmT17Ng4ODjx9+pSYmBjs7e1Zt24dw4YNQ09PDycnJ9TV1fnx4wf37t0TaoiTJ0/y6tUr9u3bR2VlJQoKCqLZlpycTFNTE8bGxrRv3x55eXlevXpFSUkJjY2N2NjY4OnpSWVlJX5+fhQXF6OhocGJEyeIi4vD3NwceXl5iouLWb9+Perq6iQmJpKWloaioiI9evQgPj6ekpIStLS0cHJyYufOnZiamlJVVcXbt28JCQmhsLCQ/Px81NXVMTIy4saNG5SUlHDnzh2MjY1xd3fH39+fvn378uPHD+7evSvem65duwrTguzsbDZs2CAYU9ra2mhpaYlio0WLFpibm2NnZ8elS5eYOnWq2O2bNGkSoaGhTJgwASsrK86cOcPz58+xsrLCzs4OZWVldu7cyeDBg0lKSuKXX37Bx8eHkSNHoqenx5MnT1BRUSEvL4+5c+eipaVFfn4+GRkZPHjwgLZt29KxY0fB3ImOjmbRokWkpaUxYsQIPn36hKenJ0lJSejp6QmH3Lt373L79m1hu/327Vvy8/PZt28fHTp0oLi4mBUrVmBvb09ubq4ouJs1a4aRkREfP35EW1ubNm3acOXKFcH1WbduHfn5+dTX16OtrS3k2zU1NRw6dAhTU1N27NhBZGQkN2/e5MWLFwwdOpSmpiZu3LhB9+7defLkCQMHDkReXl6wsv5K/I8ofv7sDvW/EhMnTvyX+0AyCYwszp07h4eHxz+d9Pw5pH9zvQKYM2cOR44cAUBVVZWAgAAcHR3ZsGED8FO/LYtDhw6xePFiIWny9fXl6dOnbN26Fan0J6E6KCiInJwc9u/fj5aWFtu2bUMqleLk5CT2O+Lj4+nXrx8bN24UPJeCggLc3d2FHa0MWCbzzY+MjKS6uholJSXRxbKysqJPnz6MGDGCuXPn4u/vj6GhIadPnxZwMgA/Pz9MTEy4ceOGkOeNHTsWd3d3nj59ilQqZerUqZw4cYLExESRiB0cHDAwMCAnJ4eQkBCGDRvG8ePHhUW2i4sLFy9exNjYmMTERNTU1Dh58iQ9e/akqKiI+fPnC06Tm5sbQ4YM4fr16wJy1q9fP8aNG4euri7t27cXiXr9+vXk5+cjkUhE4VNVVYW1tTWOjo70798fNTU11q5dS1BQEDNnziQ+Ph4LCwv69OlD//79+fz5MwkJCUyePJmoqCgeP34s3O7279/Pp0+fGDFiBPX19QwbNowZM2Zw/PhxMTFQUVFh6NChLFiwABUVFaqrqwWgrqSkhOvXr4vRbnh4OM2aNWPevHl4enrSvn17OnfujJ+fHytXrhS7SrIlxEGDBnHy5EkOHjxIcXGx0Mm2bdsWExMTli9fzsaNG9m8eTOxsbFMnjyZFi1aEBwcTH19PWfPnqW4uJipU6cSEREhpCOLFi3iypUrtGzZkunTp4suWUNDAyoqKgQFBdHQ0CAYDb1796a+vp7OnTuzYcMG+vXrR/PmzUlMTCQ5OZmnT59y/fp1MjMzBWDw1q1beHl54e/vz+LFi1m3bh19+/Zlzpw5YvdNdhPx7t07du7ciZqaGrGxsZiZmTFx4kROnTqFVCplw4YNwiK+e/fuYmk2LS2N+/fv8/DhQ9q2bYujoyPnz59n8eLFBAQEcOXKFfGdy8nJoX379jx8+BD4uZvXvXt3jIyMGDduHPPmzRNL2L169eL9+/e8evWKEydOsGvXLmpqaoRNaHV1Ne7u7oSHh3PlyhXhngagpaVFTk4OHTt25Ny5czg6OnL27Fngpy69sLAQbW1tZs2ahZeXF9XV1cTGxnLw4EHS09NZu3YtOjo6mJmZERgYKHgqHh4ewk1KQUEBqVRKYmIibdu2FdNoHR0dLl++jIaGBhLJT9Bvv379yMzM5P79+0LGJ5NTyThgsuth7969SU9PZ9WqVX/1svv/2zh8+DDwM0fIpiH/GPn5+eJY9rmT2fbL9jYlkn9zjOvUqROAmK6npKQwY8YMJJKfDpB/fr4/h8wpC37KmR89egSAoqIiTk5OGBsbC/nm4sWL6d27N506dSI+Ph5HR0fc3d3JzMxk1qxZlJWV0b9/f1JTUzl8+DCurq6UlpYye/ZslJWVRdfbyMhIdJ6PHz+Oqakpffv2xdDQkJSUFD59+kT79u0FU05ZWZn09HRxfb937x7fv39HXl4ec3NzWrZsye7duwkPD2fWrFl0796d06dPo6GhQW5uLmPHjqW8vBw7OzvOnTtHixYtmDx5Mjo6Otja2nL69GliY2MpKyvj8uXLdO7cmXnz5jFu3DhsbW2RSqUYGBigoaFBaWkp/fv3Jy4ujtzcXCorK1FRUcHExIQXL16gqakp9jCePn0qpkjnzp2jpKQEc3Nz2rZti7m5Oa9fv+bz589s2LCBI0eOEBMTI3YYgoKC2LRpE66uruzZswcfHx/mzJlDeHg4+/fvF7wbMzMzFBUVSU5Opk+fPly4cIEnT54QGRmJiYkJZmZm1NfXC87ZmDFj+PjxI7q6uvTs2ZOJEycKIK1scp2YmMiIESO4f/++cEmLi4tj4cKFKCgoUF9fT1lZGZaWllRXV1NQUMCIESOQl5cnPT0dOTk5Ll++TM+ePdHW1iYgIID4+HhcXV2Jjo6mtLSU9+/fU1lZSUxMDKNHj+bhw4fU1NQwbtw4IQvW1NQUSoZ+/frh7e0tpGtubm78+PEDHx8fqquruXDhAvfu3SMmJgYrKyuxGyxr8hkbG/Pjxw8aGxtp1qwZ69ato6mpCQ8PD1EMNzY2EhAQgJubG6ampigoKPDy5UsKCgooLS3l9evXFBcX06FDBx48eMDbt2+xtLSka9euODo60qdPH5YvX06PHj1o06YNKSkpKCsri3uLu3fvoqioyOPHj9HW1sbOzo4DBw4QFxdHfHw8z58/p66ujoiICFxdXTl+/DiFhYUUFRUxY8YMWrRoQVRUFM+fP+fKlSs4OTkRHh5OWloa27Zto6SkhOHDh1NUVASAqakpkZGRaGpqEhUVxbJly1i2bBnDhw9n5MiRApsQExPDoEGDhJOh7DPTrl07MREbM2YMampqpKen07JlS5YtW0arVq14/vw5hoaGPH/+nNu3b4vrRPPmzYmMjBQsy8mTJ/Pw4UM+fPiAu7s7KioqtGjRgqlTp3Lo0CHGjx9PWFgYnz59Ijc3F0tLSzZu3MjLly9p0aIFmpqaXLx4kWXLlpGfn4+SkhLdunWjtrYWc3NziouLWblyJV+/fsXV1ZXY2FiysrKEpNvHx4cOHTpw+PBhpk+fTq9evf7y9fp/RPHj5uYmjiUSCQkJCf/uHFnRIrMABVBTU/t35/3ZAvsfi6nExMS/66Dp6+uL55Y99uTJE/z9/ZFIfoI8ZeT0yZMnY2VlhbGxMWvXrv13r+vv78+QIUP+jlL7/PlzFBUVGTduHKtXr2bLli0sW7YMIyMj8vLyUFVVZfPmzaxdu5Zjx45x6tQpoqOjqaiooEOHDuLGdteuXQwbNkxI0/bu3YuGhgYaGhpid6euro5Ro0aJrl/Xrl3x8/Pj9OnTHDp0iOnTp6OsrIyfnx89e/YUbmH79u1j4MCBrF27liVLljBt2jROnDghFtUcHR2xs7Nj1qxZ+Pn58eLFCyQSCaNGjeLEiROMGDGCzMxMunbtKvhAjx49EgyUP/74g4aGBiorKwW8rFmzZnz58oVHjx5x69YtcWHdsGGDcAcJCAjg+PHjBAcHc/nyZRQVFamurqasrEwwXY4cOUJdXR337t1DXl6eM2fOcObMGTZv3kxp6f/F3puH1bi3/f+vJqWJNEdJpZESZYiKkFQiGXfbsM1TIsM2k22OUuaZjBnCzpDKWMjUQBFRiDRoVprX7w+/9bm3e3ie+/v743c8z/G9z+NwsK51rbVqua7P+TnP8z0UoaamxqdPn/D39+fMmTMMGTJE+NZkZ2eLKdaAAQNo06aNUAWTynVLJD+cxpcuXUpiYiLdunWjoqKCIUOGsGHDBmRkZJCXl8fb25uioiJCQkIYOHAgBQUFyMjIYGlpSV5ennCyXrlyJQUFBYwfP15geqVS3nV1dYJP0qNHD75+/crly5dZtmwZ0dHRrF27Fj09PdavX4+npyfdunXj1atXxMbG8uDBA1xdXZk9ezanT59GVVWVHj16CGKqFHYpLU7MzMzQ19dn//79fP78mT///JP9+/dTVFQEQF1dHbNnz8bZ2VmoDa5du5br16+jqqpKYmIi58+fx8XFBUNDQ6qrq7GxseHx48ecOnVKKPuVl5cLmerNmzfj4eHBvn37hDraxo0bUVVV5cuXL+Tn5wu1GOm9O2vWLCwtLdm0aRMHDx4kMzOTFi1a4ObmRkhICKdPnyYkJIQ5c+agqalJx44dUVJS4tdff2XEiBG8fv2a7OxsMeqXepT06tULBQUFIiIiUFVVFdwKqaO1RCLh8+fP3Lx5kylTpghFpcGDB7N69WqmTJmClZWVmMS6ublhZmaGrq4uoaGh3L9/HxcXFwIDAxkyZAiXLl3Czs6OyZMn4+DgQExMDL1798bLy4sXL15gbm7O1q1bWb9+PcHBwYSGhjJmzBgkEgnR0dFs3LiRR48eISPzQ0HQ2dmZtm3b8vjxY/r06YO/v78gu79//57NmzdjY2NDWVmZ6FzLyPzwE9PU1BQy5q6urnz58oWdO3f+xI/8T/zzkBo1A7i4uIipzV9DiklfunSpOPZXKevk5GQANmzYwL1794QsfkNDA/DDhHv//v3U1NSIAknKx5LmKVNTU86dOyfEZ3R1dZk7d67gwY0YMYKpU6cyfPhwIYl9584dvn79yq5du5g6dSrV1dXk5uby5s0biouLUVRU5NSpUwwZMoTExETi4uJo1aoV58+fp0WLFiQmJhIfH8+IESN4+fIlKSkp1NTUoK2tTXR0NDNnzmTkyJGcOnUKV1dXnj59Kqab0iJo/fr1NDQ0CFsGW1tb9PX16devH7t37yY1NVXcm/b29kRERHDv3j1OnjyJt7c3kZGR3Lp1i969e3Py5ElGjhxJhw4dMDc3Z82aNWK6eunSJcLDwzE0NMTa2pqMjAy6dOnCly9fMDAw4OnTpyxYsIAFCxYIA+Ds7Gyampqora0lJCSE0aNHIycnx5o1a5g3bx4fPnwgNTWV6upq3NzcBAy9T58+JCQk4Obmxtu3bxk9ejSHDh2iurqajIwMQdA/efIknz59QlZWljFjxvDy5Uvu3r3LkiVLUFRUZMmSJdja2orvsKSkBDc3N0pKSmhqauK3337DxMSEli1bUlpayq1bt7CxsUFHR4fo6Gi+fv0qmkoGBgbU19djYWFB//79cXBwEL4u1dXV3L9/HzMzM759+yaMmSsrK1m8eDEdOnQgOjqa6upq7OzsiI2NZdCgQejp6Qkrh5YtW/LHH3+I6zQrK4ubN2/y6tUr7ty5I3LEvn37RF5ZsWIFeXl5GBsbc+XKFV68eIGCggJt27YVRP6CggKUlZWZNGkSZ86coU2bNqiqqvLs2TOqqqp48+YN27Zto7q6GllZWZqamrh69Srt27fn/Pnz5OXlcffuXd6+fYuCggJTp05l9OjRdOjQgVatWlFfX4+Ojg6fP38mIyMDXV1d1NXVqa2tZd68eZw/f17wV589e0bLli2xs7NjwIABKCgoEBwcTFVVFeXl5cKQPisrC0dHR+GDk5KSwtatW5GTk6NDhw7cv3+fjIwMMZWUFsk+Pj7Y2tpy/PhxSkpKiI6OFj53+vr6LF++HENDQwElHD9+PHPnzuXYsWOiYfLp0yeqqqrIycmha9euNDU18fXrV06cOMHp06fp378/2traws5iz549rF+/ngULFjBo0CA+fvxI+/btiYmJwcLCgqysLPT09PDz88PAwID58+djaGiIhYUFixcvFjyhAQMGMG7cODw8PDh37hwHDhxgzJgxDBw4kGnTphEYGIibmxvBwcG4uLjw+fNnjIyMsLW1JSIigtevXwt7Em1tbSGfnp+fT+vWrVmxYgXKysr4+vpibm6OsbExlZWVJCcni6b9vxP/44sfaXdMIpEIYQGpdPM/C+lkBfgp+UjPHzFixE+vlW6mpJ/R2NiIrq4u7969o7Cw8Kf3lsLbpPFXJ+9BgwaJc/T19f+hsJI+njBhAh07dhRF3KZNm4iMjMTW1pY9e/aQlJSEp6cnFhYWHDx4UBCvDx8+TGFhIcePHyc2NhZTU1NWrVpFeXm56PJKL3p7e3tevnzJunXrmDRpEqdPn2b79u3s3btXXGx9+/Zl+PDhADg5ObFr1y4ePXrE7t272b9/P+fPnxeL35IlS7C0tGTt2rXIy8vTuXNnNm7cSGRkJP7+/pw4cYLg4GCWLFnC2LFjSU9PJyEhQUyyysrKcHd3FxCNoKAg8vLy6Nq1q5AUlxqJ6uvrM2zYMJycnJCRkREX+oIFC3j8+DEVFRX4+fnR2NgoCPBRUVH8+uuv+Pj4UFJSgqOjI83NzXz58kWQ4sePH0/37t1RVVUVC6eysjJjx47F2toaY2Njfv31Vzp37syTJ0/IyckREs43btxAVlaWxYsXM3nyZHJycsQ00szMjK9fvwr36nfv3jFw4EDh7K6npyeuyUOHDgnoxMGDB1FSUhILT1xcHOvWrSM5OZlr164J8YeIiAiuXbvGggULuHv3Lt27d8fX15ctW7agra3NH3/8QW1tLV27dsXCwoIzZ84gkfyQyZ40aRL5+fm8efOGyspKNDQ02LFjB01NTaxduxY3NzeKiooIDw8nKCiIW7duERkZSWNjI76+vvTp0wcrKyv69evH1KlTWb58ORKJhObmZhISEsjPz6e+vp7z58/T1NTE4sWLadOmDSEhIeTm5pKUlCRENwIDA9m0aRNlZWXk5uaycuVK0tPTKS4upra2liVLlqCtrS2ECHbv3i0kvbOzs6mpqeHUqVPCf2fixIlcuHCByMhIoqKiCAwMRE9Pj/Pnzwtn8sLCQtLS0sR9curUKfE7TJ8+XRgTJiUliQX5wIED5OTkiOdcXFyEqMquXbt4/fq1gND17NlTNDr69esnVCkXLlzIjBkz2LNnD/369eP27dtCgvfKlStoa2vTu3dv4uLiUFZWZvbs2QQHBxMSEsKnT5/o0qULN2/exNTUFFdXV6qrq2nXrh3Xr1/n+fPnrF27VkCESkpKMDIyIiMjg9jYWCoqKnj9+jWfPn0SSaiyslJAP2VlZYmKiqKoqIi0tDSKioqEkXRBQQHx8fFs3ryZnTt3oqOjQ1JSEqWlpT8R7f8T/xjSTqlEIhGCOTNnzvyXeWrDhg0iJ/zVJ056rUlVF6Uh9bAzNDTk+fPnPHr0iDFjxnDx4kWuX/9Zk+Ht27c/edLFxsYK/yB7e3vq6+t58OABS5YsESgGQKwVAIGBgfTq1YvOnTsTGRnJnTt38PPzQ09Pj8ePH/PixQs2b97M8OHDefbsmZg0SY0Uhw8fztu3bwkLC6Nv374sX76cefPm4ejoKERSdu3axdy5c7l79y4nT54UjZTHjx9z6NAhqqqqMP5/lckePnxIu3bt8Pb2FlYGPj4+jB07lo8fP3Lz5k2cnZ3R1tbmzp07yMrKCn5hWlqa4Ca4ubnh7OzMuXPn2LZtGzk5OfTt25e8vDy+f/+OmZkZbdq0Ye7cuVy4cIHKykratm2Lo6MjgICZSbm3Bw4cYNiwYdy8eRN5eXkuX77M58+f2bZtG9bW1jQ2NnL37l2ioqIYN26cIHR///6dtm3bsnfvXqqqqtDT0+PDhw+cPHlSKO2NHj2aDRs2IC8vz6lTp4Stgq2tLbq6unz+/Jny8nKsrKy4cuUKb9++RVZWlri4OE6ePElZWRk5OTkoKyujqalJTU0NDQ0N2NnZUVJSwrFjx8jPz6dFixaoqakJL5xhw4axc+dOjIyMGD58OAoKCnh7e3Pt2jWys7PZsGEDeXl5vHnzhqCgIAYPHsyDBw/Eupubm8u+ffuwsrIiMTERZWVl3NzcWLt2LQYGBsJiQmrUfunSJaqqqigpKaGurg4lJSXB83FzcyMsLIzq6moePnzIsWPHyM3NFVA/KR9GS0sLY2NjgoKCiI+PF6IzEydOpKqqiri4OF6+fElTUxO9e/dGWVmZe/fuCdhbQUGBEAgaOHAgNTU1lJeXc/PmTWHSvWvXLi5cuEDLli1xdXWlsbFRTM9dXFz4+PEj9fX1PH/+nLi4OCwsLJg3bx6ZmZlC4Klnz56oqqoyb948rl27hpGREd++fePLly/4+vry/ft3Xrx4Qd++fZFIfvi5FRYWoq+vz/v37+nZsycdOnTg2bNnlJWVUVBQQIcOHTA2NqZ79+40NzeTnJwsmqOqqqq0a9dO7FdMTEwoLCwUCqUxMTGEh4djYmLC48eP6dWrFz179uTNmzcoKytjZGTEu3fvUFBQ4MqVK9y+fZtBgwZRWVmJvr4+OTk5aGhoEBERQX19Perq6rx584Znz55x584dNDU1OXPmDN+/f2fz5s0UFRUREBAgmggxMTGYmJhgZ2dHbW0trVq1EoXjixcvqK6u5suXL8IIPCkpiSdPnvDu3Tv27NnD2bNnUVFREU3I/85j7a/xP774gb+Zwi1atOin41I89T9LMH/P2/lXMXPmzJ+4QgoKChQVFeHp6fnT+/yVyyP9bGn4+vpy48YNbty4AfAT3vqv5168ePEnE1U9PT1BkL516xZWVlZiI/LmzRtMTU2pqqqiR48eeHp6oqCggIGBAW3btmXDhg3o6uqK3+/w4cPIysri7OxMYWEhpqamDB06lM2bN+Pl5SXcjqVQrMbGRgoLC5GRkRE4ynnz5jF8+HDs7Ow4cuQIampqbNu2jfv373P58mW0tLSEV0Xr1q2xs7MjMDCQnj17kpOTw4ULFwQ+U+pib2tri62tLcrKyoSFhfHo0SMMDAx4+PAhe/bsISwsjOLiYhYtWiRkG6dMmSK67M+ePRMTrePHj5OTk0NTUxODBg2ib9++YvI2ePBgLly4wOTJk1FTU8PCwkLAAisqKrh+/Trm5ub89ttvNDU1MWbMGMaMGUNcXBxHjx4lKipKOEenpKQIdTkZmR+mtLm5uairqyORSLh//z6xsbHMnDmTN2/eCJ16FRUVUlNTOXTokICyJCUlsXnzZmpqajh69Cj37t0jMjKShIQELly4wMyZM9HW1iY0NJSpU6cybdo0ITMsnTIEBASwY8cO1NTUmDVrFjU1NaxatYr79++zdOlSQkND+fTpE9nZ2WzatAlDQ0N8fX3JyMjg27dvDBo0iMuXL+Pm5saVK1dYtWoVQUFBdOnShcmTJzNlyhTS0tKIjY0VnhT29vbo6OiQkJBAamoqGRkZghenoqLC9u3biY+P58qVK9y4cQMNDQ1iY2OZN28eX758wdPTk61bt1JbW4u6ujrfvn3DxsYGX19funTpwqJFi9i/fz9qamqMGjWK+fPnU19fT2NjI2pqaigqKgpoyYgRI1iwYAFOTk48fPiQlStXcurUKSoqKli0aBEaGhoAREREMGnSJGbNmsWSJUsICgoS3lRt27bl0KFDGBoakpeXh7u7O+vXr2f27Nn06dOHx48fY2Njg729PbGxsWKycu3aNYKDg5GRkWHIkCGsW7eOfv36oaSkRGBgIOHh4QQEBFBTU0NMTAzLli0jJSWFR48e4eLiwu3bt4mLi+PTp08sX76crKws6urqqKqqIisrCyUlJfbt28evv/5KU1MTcXFxtGvXjpUrVxIeHs7mzZs5d+4cXbt2xdvbGzs7O2xtbZk7dy4BAQF4eXnh7+9PTEwMhw4d4sCBA1y6dImhQ4eiqKjIiRMnWLduHSkpKSgpKXHs2DE8PDzo1asX169fJzIykvDwcDw9PenXr5/oNsfGxgop2dDQUExNTf/lGvqfgOrqatatWwfwDxBBaZ6SIgn+GlpaWmRlZYl1PC0tTZj4/vX8mJgYJBIJeXl52Nra0q9fP/H/B3/LU1J/H6kCnDT3JCcnM336dJKSkjhx4gSmpqbIyckJWXhjY2MkEgmysrLs27ePoKAg9PX1AXB1deXYsWMcOXKEnJwctLW1Wb9+PTdv3iQlJYU2bdpQX19PaGgo5ubmyMrKMmnSJNTV1Rk4cCBqamosXLiQiIgI4dsVHBxMZWUloaGhWFpaMnToUCwsLNDR0cHIyEhMeJqbm/n27RtOTk6UlpZy4sQJnJycsLGxITg4mJSUFH777Tc8PDz4+PEjr169EnC1kJAQli9fjp6eHlevXqVdu3aUlpby8uVLPDw8SE5OFqIwf/zxh+BFenp6smjRItTU1AgKCsLPz48HDx5QU1NDnz59WLhwIb169cLR0RFbW1vOnj3LzJkzsbe359SpU6SlpVFeXk5zczMdO3Zk0aJFDBs2jEmTJommRbdu3VBSUmLZsmUYGhqSn59PbW0t06ZNQ0tLi65duyKRSLC1tRWQoBEjRpCRkYGOjg6Ojo7k5+eTnp5OXFwcxsbGZGRkUFZWhqKiovC7k6IVpII0FRUV/Pbbb8yaNUvApBITE/nw4QPu7u40NjaSkpLC9OnTSU1N5d27d2RkZBATE4OKigqDBw8mICAABwcHhg0bRllZGVVVVWzfvp2rV6/y6NEjlJSUhAqdm5sbeXl5xMfHc/fuXSoqKigtLSUxMZEFCxZgbW1NQEAA9fX1mJmZ8erVK0xNTfn111/FNa6np8e2bdvo1q0bX758ITs7m8LCQmFIq6qqKqBr586dw9ramtTUVOTl5Xn48CFv377l9evXjB8/HiUlJbKzs4XK2PHjxxk0aBD19fUoKipSX1/PihUrsLa2Rk9Pjz59+vD06VMVRj5TAAAgAElEQVQUFRUJDw9n8ODBNDc309zcLEQnzpw5Q319PWfOnKF3794YGhoKxE56ejp1dXX06dMHJSUlZGRkSE5OZs+ePXTv3p34+HhhVSDlmA0dOlSIlqxevVo0sYyNjfn8+TM7duzAwMCA7OxsOnXqJNTbbt++jb29PVZWVgwYMIBFixYhLy9Pr169uHLlCjExMTQ0NDBu3DhR+L57944xY8bw5MkTFi5cSEVFBS4uLsK8vK6ujgcPHqCgoICPjw92dnZIJBLevXuHrq4uCQkJwkYjMzMTAwMDYRAsbRD27NmTyMhI7O3tycrK4tmzZzx9+pSXL18yffp05OTkSE9PZ9myZcyaNYv+/fuTlpaGubk5hoaGvH37lrS0NLy8vDhy5Aienp7k5OSwcuVKsrOzWb16Naqqqty/f1/sBf6d+F9R/CgqKop/79mz5/+Y+wM/umH/7HV/hSr8NbKyssT5EomE0aNHC/+evxZLUsMwiUQinpf6/Ui7gDIyMvTt25e1a9fSsmVLtLW18fX15fHjx5iamqKoqIiXlxcjRoxAX1+fFy9eCFWxrKwsPD098ff3p3fv3kyYMIGLFy9iYmIiYD8yMjJs3bqVAwcOkJSUJDry79+/R05Ojjlz5tC3b1+OHj1KXl4ezc3NzJw5E29vb7S1tZk0aRKdOnUSG9aAgAChALd7926OHDmCt7c3jo6OeHl5IScnR1ZWFu/fvycnJwd9fX2srKxQU1Nj8ODB6Orq4uvrS319PdOmTUNTU5OrV6+Snp5Oc3MzlZWVyMj8MIM9evQokZGRfPjwgc6dOzNu3DgsLCywtLQUcDzpFOjp06cEBAQQEhKCnJwc8vLyTJkyhQMHDqCkpMTIkSPZsWMHHh4e9O3bl/T0dNTV1cnOziYyMpLIyEgqKyvp2rWrKE5evnwpSKp5eXk4OTnh7u7OtGnTOHDgAKmpqcycOZPy8nJatmzJsGHDWLBgAePGjWPv3r1UVlZy4sQJ4uPjiYiI4PLly4Kc7OnpiYmJCcnJyURERKCsrMyHDx8YN24cv//+uxA+0NXVpa6uThQDq1evFrwl6bX74cMHzp8/T1RUFL///juGhoZiTCw1l125ciVhYWEMHDiQ1q1bY2JiQmpqKtevX2fdunX06NGDdu3asXfvXqHCIuVs3b59m86dO4vJxbZt20hJSWHJkiWoqKjQuXNnTp8+ja6uLqWlpQKyWVVVxdevX1mzZo3waPj06RN79uxBUVGR3NxcITwhkUgIDQ2luroaXV1dQkJC8PT0pFWrVlhZWbF9+3bxPYSHhzNq1Ci6d++OhYUFmZmZPH/+XMA5W7VqJZJlRESESFz29vZYWFiwdOlSIX996tQpGhsb2bRpk+hiSfH+O3fuRENDg8LCQjZt2oSpqSkLFixAW1ublStXcu7cOfH/oKenJyaOmZmZZGZm8ujRIyIjI4mNjcXb25unT5+SmZlJeXk5d+/eFYIQr169wtjYGG9vb/78809h5Ovv709KSgqZmZm0a9eOmpoa1NXV+fLlCxs2bBBGpvfu3ePDhw/s2LGDHj160K1bNy5fvixk6nfu3MnZs2cxMDCgZ8+ePH/+HGdnZ+GL1qZNGyQSCatWreLGjRt8+/aNhoYGGhoasLa2xtDQkLlz5xITE8ONGze4evUqEydOJD4+nuvXr/80hfhP/PP4K3ztrwgEaUhho3+Nv5epvnjxouDnFBYW0tTURF5e3r8sPqW5B37kmzlz5jBp0iTBx4QfeWrHjh3s3buXrKwsMUWSGqxKJBImT54s8ovUH23w4MFMnz6dWbNm0alTJ+Tk5LCwsKBTp06oq6vz6NEjFi5ciJeXF8XFxQKtIPV1e/nyJRoaGri7u9O2bVsmT57M4MGDhfjNxo0buX37NqWlpcjJyXHlyhWxZknV6i5cuIClpSUeHh507doVHR0djh8/TlJSEt7e3mID+OjRIyZPniz8aiwsLFi+fDlLly6lrKyMoKAg1NTU0NbWpkWLFhw7dgxVVVVsbGxoampi4MCBqKio8ObNGwoKCsTGb/bs2bx8+RI/Pz9SU1MpKytDT0+P7t27o6WlhZaWFs+ePePSpUvs378fExMTZs+eTUxMDElJScjJySErKysan/Ly8pw+fZqHDx9y9OhRjI2Nyc/PF35Eqampgk9qYGDA8OHDefz4MYGBgRQWFlJZWUlFRQX79u3DzMwMBwcHhg4dSlRUFN27d+f79+9CTKB3797Y2dmxbds26urqGDlyJDk5OcyZM4esrCwKCwsFXEpDQ4O8vDwhElBeXo69vT0uLi68f/+efv36CSPmTZs2oaioyK1bt1i2bJmAZS9YsIDS0lJ++eUXsf60atUKXV1dvLy8KCgowMHBgcGDB5OUlISZmdlP3k9v3rzh4sWLGBoa0qpVKx4/foy8vDw6Ojq8fPkSBwcHoQInkUiIjY3Fw8ODz58/4+zsjIKCAqNGjSIoKIjly5dTW1tLcXExcnJy1NfXU1NTQ//+/SktLWXr1q1UVFTg4+ODgoIC5eXllJaWUlxcTGxsLElJSTQ0NKCqqioMe5WUlAS0S6pE5u3tjY2NDXv27EFTU5PCwkIKCgpo2bIlioqKKCkpCeU8Kfy+qakJfX19tLS0cHZ2pr6+noyMDLE/SkxMFKIQT548QV1dneXLl6OkpMS3b99wd3enTZs29OnTB1VVVYKDg4WZ+vPnz1FVVaW5uZmioiLxZ/ny5YwcOZI3b95ga2vLp0+fBJUgODhY7IGKi4tp06aNgLlpaGiQn58vIOFFRUVs2bKFuro6li9fLqarT548wd/fn/fv31NeXo6fnx+GhoYEBwfz8uVLVFVVRQPxl19+QV1dnfbt21NYWIixsbGAbK5fv17Ixb9584b6+nqamppoamoiPDwcNTU1wWk7dOiQ4MS9ffuWcePGYWJi8m+v1/8rip/58+eLzphU7ea/KoD+2STo75PHnDlzACgoKBDHJBIJd+7c+ZfvLZ3s/PUz/Pz8/uk50ueXLFkCwN27d0lLS2PHjh3079+f6OhoDA0NuX//vhjTzpkzBxkZGaZNm8aXL19Yvnw5CxYsQE9Pj/r6euzs7Dh69KiYSNjZ2bFmzRpxwURGRuLk5CQ6j4GBgQwfPpzjx4/TokUL0tPTBcFPIpHQu3dvoc2upKREWVkZBw4cYNKkSWRmZlJUVMTs2bPFNEZVVZU2bdrQ1NTE3r17hZmesbExX758obGxkZCQEDp06CBgZv7+/ri7u3Pr1i0uXbrE1q1bUVJS4tKlS9y5c0dwQby9vamurub48eMsXLiQrl270r9/f7y8vDh27JiAHEqLrJ07dwoVPHV1dY4fP46RkRFGRkaoqqrSvn176uvr+fz5M927d2fMmDGEhoZy+vRphgwZItR6Dh06xIQJE2hsbMTf3x9PT09iYmJwdHSkuroaU1NT5OXluXLlCjNnzsTAwIAVK1aIsXxubi4HDhzg2LFjfPz4kc+fP5Oamkp6ejrXr1/n9evXwq/p7t27XLt2jZiYGPz9/fn1119p2bIlkydPpnv37uzfv1/AUaTTLBkZGbF5nzJlCvv27ePo0aPo6OhQX1+PiooKlpaWdO3aVZD7lyxZIiA48fHxwtzT3d1deDINGzaMkSNHMmvWLJYvXw7Aq1ev8Pf35/Xr19y+fRsbGxvc3d2ZNWuW4I1J1V927drFlClTMDExEYITtbW1jB49Gh8fH1EkSju8AQEBVFVVMWHCBJqamujQoQPe3t5ERUXh4ODA1KlT+fz5M+fPn2f+/PlUV1ezf/9+hg4dioeHB1OmTGHWrFnY2NgwaNAgiouLaWpq4tSpU/j5+fH7779z9uxZli9fjru7O9HR0axcuZIhQ4YwYsQIzM3NhaeGdDOhra3NqFGjyMvLE1CIsLAwMfbPzMzk3LlzwisrOzub9+/fIyMjQ2ZmJgcPHuTgwYNUVVUJUrezszOJiYm0atWK169fCwKxo6MjR48epb6+npCQEMG1mDRpkuDXNDc38+zZM1HsL126lDdv3mBmZkZ9fT1v377FwsKCkydPCv5OXl4e06ZNo0uXLsyYMYOGhgY+fvzI+PHjUVRUFCaxjY2NbN26lW/fvnHv3j1RvF+9epXGxkb27dvHsGHDGDBgAO7u7jg5ObFixQqmTZvGkSNHflon/xP/PKT3rUQiEdzT/9M8JZ2utmvXDvjBDZIacQL07t2bjx8/ijXxn8WRI0dwdnYWn6GsrIy1tbV4Pi0tjcOHD1NbWytg3CtWrAAQMNKNGzfSoUMH9u7di7e3t7gOmpub6du3L0uXLuXixYtUVVURHx8vNmLh4eHo6emxfft2nJ2dBQ9twIABDB8+nMLCQkaMGEGfPn0E/7ZPnz7Y2Nhw8uRJofT17ds3SktLiYmJYd++fVy/fp2XL18iLy/Pli1b8PX1pVu3bpw/f56TJ0/Sq1cvpk2bxqlTp1BUVGTQoEFs2bKFJ0+ecODAAa5cuYKGhgZVVVU0NTUxePBgNDQ0OH/+PO3atcPe3h4zMzNycnJ4+fIl9+/fR0FBgd9++43c3FzCw8OZOXMmlpaWNDQ0EBERgZeXF23btsXU1BQLCwtGjBiBRCJh+/btaGtrC5XEvn37smjRIhQVFUlLS6N169a0bt2aFi1aoKGhQXNz808Nrfv375Oens7x48fZtGkTO3bs4OnTp3Tt2pXm5mbs7OwwNzfn9evXtGvXjoaGBjQ1NUVTskePHqirqxMfH09eXh4SyQ/PuCdPnuDn50d5eTkVFRXk5+ezbt06Hj16JNTpwsLCyM3N5fXr17x69YqzZ8/SpUsXFBQUiI6OFuqWHz9+xMXFBQ8PDyZPnsyCBQtIS0sTPERfX19SU1NFwaSgoICWlhajR48mLCyM8ePH4+LiQqtWrXj48CHZ2dlC4c/MzIywsDDat2+PtbU1nTt3Zu3atcTFxfHt2zeKi4vp0qUL8+fPJycnB11dXY4ePUrPnj0pKCjgw4cPxMXFAeDj44ODg4MQaHj+/DmNjY107twZKysrQkNDuXbtGm5ubtTW1hIdHc3bt2/Fd62hoYGlpSXp6em0bdsWd3d3KisrycjIELLwvr6+WFlZYW5uzqVLl+jZs6eYgl6/fh2JREJ6ejqdOnXixo0bQl22Y8eOvHz5koSEBCwtLenUqRNaWlrAD//IvLw84YuzdOlSysvLad++PQoKCty/fx9DQ0O+fv1KUVERL168oKioiHHjxlFSUkJZWRlt2rShsLCQZ8+e8eTJE+rq6mjVqpVoxL1//x4HBwdSU1OJjY1FW1ubdu3akZKSQlNTk+B+Pnr0iAsXLqCgoCAmxPn5+RgaGuLi4kJcXBzFxcVs27aNpqYmSkpK0NLSIi0tjQsXLojrzdHRkR07dnDp0iUaGxupqKigS5cuyMvL09TURGRkJGFhYcTExFBXV8fHjx+FkNXr169pbm5m+PDh2Nra4ujoyKRJk+jVqxf9+vXj5MmTpKSkUFVV9e8s1cD/guKnW7duHDlyhMzMzP/yvH+VCHx8fH56nJmZycOHD9m1axeAgA1IoQl/5QD9s8+QTnKysrIwNjZGWVlZQO+kJpl//9l//dn++OMPkWikWN/09HRsbGyIiYkBoLGxUXRR6uvrqaurY/r06YSFhSEj88Pw0t3dnd69e4vuc0ZGhjBUk2qxT5w4UYgUHD16VHTeDx48iKOjI926dQN+wPRatGjBxIkTefv2LampqSIxjxw5EolEQk1NDf7+/ixZsgQzMzMBmYuIiCAwMJCYmBh69OiBnZ0ddXV1JCYmcuLECaKjoxk1ahQbN27E1dWVCxcucP36dW7cuMGmTZsYP348x44d49WrV9ja2vLs2TOCg4Px9/fH2NiYyZMnc+zYMfEd+/j4MHToUFRVVfnzzz+RkZERZpLBwcFERkayceNGli1bxsCBA1m1apXohPTo0YOamhrGjBmDgYEBCxcuJCkpSXRVqqqq6Nu3L8OGDSM0NJTjx4/j5+cnVLyMjIwoLi5myZIlnD17FvghsOHj40NpaakwczUzMyM3NxcDAwNcXV2F+tPJkydp3769gFxt3boVf39/Vq9ezZ07d0hISMDa2horKysxwbl58yb+/v4EBATQ3NyMpaWlIKmbmZnRu3dvdu/eLcQV4uLiOH36NDdv3kRGRoaxY8fSv39/ZGRkCAkJ4fbt2zx58gQFBQVatWrF9+/f6devH1lZWbi6uhIYGIinpyf79u1j4MCBYqoFiGnFhw8fmDdvHhoaGjg7OzNw4EBatmyJr68vERERHDp0SBQREomE+fPns2jRItTV1TE3N+fKlStYWVkxf/58tmzZgp2dHXp6ety+fRsDAwMCAwPp2LEjFhYWBAUFsWfPHnx8fMjLy+PSpUtERkYyZswYGhsb6d+/P6tXr0ZfX59NmzaxdOlSNDQ0hLiAhYUFPXr0IDY2VnS3EhISaNu2LS4uLpw7d46QkBAqKyuZPHkyBw8eJCsrC29vb2bMmEFhYSE5OTncvXsXOTk5sV7Iy8tjaWnJokWLaNOmDR4eHoSEhJCTk8OqVauQkZHh48eP6OjokJubi5GREbt376apqYnc3Fw2bdqEjIwM/v7+fP78meHDh/P+/XsSEhIEXn379u3MmjVLmArevn2ba9euYW1tzdSpU+nRowc5OTnk5ORgZ2eHoqIiNTU1jBs3TmDoW7dujY+PD4qKity5c4eFCxfSpUsXAgICkEgkTJgwQZgbZmdni3tNqqaYnp7O169fycrK+i/X3//bw8bGhu3bt/+3whASiYScnJx/OD516tSfHoeHh3Py5ElCQkLExhogKSmJrl27Ck7h30dtbS0SiYR169bh6OhIdHQ0AwYMYPXq1cjJySEjI8P69euZNGkSRkZGZGZmMm3aNOCHkpw01q9fT//+/YEfioSenp6cO3dOWDdIzRUXLlxITU2N6M5eunSJpKQkZGRkMDc3Jzg4WHR48/LyKCwspKGhgdmzZ1NWViZEd65du8b48eMFZNTLy4snT54QEBCAgYEBGRkZKCgoIC8vz+HDhykpKRGczjZt2nDq1CnCwsLYsmULUVFRrFixgg0bNvDt2zfRcb5y5QpZWVkYGRmhr68v7sXU1FQyMzM5ffo07u7udOjQgYSEBCGIcufOHezt7UlNTaW4uJjw8HDOnDnDpUuXiIqKEhtsqSw9INbxFi1a8OrVK8aPH099fT2qqqpCbXHQoEH4+vrSsWNHEhISUFRURCKRCFNKW1tb1NXVcXZ2Fht66RTDxMQEKysrkpKSSE1NFZ5H3t7etG7dmurqalxdXfntt98ABH+zpqaGoUOH0tjYiKampjCG7dChA8nJyWRlZTF69Gg0NDTo2LEjAwcOZOzYsURFRTFgwACmTZvG27dv0dHRYcGCBSxevBgzMzNmzJjB77//jpOTk9hnZGVl8enTJzQ1NVm/fj0PHz5ERkYGOTk5srOzef78uUA42NraYmZmhoGBAUlJSUyZMoW8vDzk5ORYsGABDQ0NmJiY8Mcff9ChQwdiYmI4evQovr6+mJmZMWrUKN6+fYuuri5btmyhsbGR0tJSrly5grKyMsHBwWI6ZG1tzYMHD3j69Cm//fabkKfv3bu38NqTwlH/+OMPrl69Snx8PPr6+ixatIgpU6agrq5OUFAQM2bMIDQ0lD59+vDo0SOsrKwoLy9nwoQJpKSkMGvWLJqbmzE1NcXNzQ01NTUGDRqEq6sra9euRVVVFS8vLzZs2IChoaGwI6ioqGDmzJm0atVKKMfFx8dTV1dHdHQ08fHxorHWo0cP0SyQ5qfU1FSsra2RlZUV6rotW7bE3NxcTJbc3NwYPHgwFRUVTJ06lbKyMlq1akVycjLNzc2UlpZy9+5devbsSZcuXaisrKRTp07iO5DyoaXCVytWrEBFRYWcnBxev36Njo4OBw8exMjIiNLSUkpLS9HT00NOTo7Gxkb27t1LXV0dNTU1tGzZkuPHj4uC1sXFRcAOAbp27UrXrl3ZsGEDhYWF3Lp1C319fUxNTYmKihJNIqlFwL8T/+OLH0A4owcEBIiFGv6xc/bPOmmXL1/+6bGNjY3AOQN07tz5p+ePHz8O/DDsDA8PF+8rJYwuW7YMRUVFLCwseP/+/U+vXbRokUhi06ZNE15Cfw1TU1M6deok1MgAHjx4gLm5OXPmzEEikdCzZ09BPHv06BGxsbG0bt0ac3Nzjhw5woABA0hJSQFg7dq1BAUFcfXqVXr37g3AoUOHaNeuHS1atBCyjY6OjkyYMIHa2lpSUlL48OED+vr6ojPYs2dPamtrBQHw6dOnyMjIEBYWxpQpU7CwsODs2bNs3LhRyIVKL/6IiAiio6MpLi6murqa27dvk5OTw6hRowgPD6dbt27s3r2bffv28fXrV1asWEG/fv3YsWMHISEhKCkp8eLFC+Tl5QXWWSrxLJXVlEgk3Lt3jyFDhgiDUVlZWY4dO8b379/ZtGkTRkZGrFu3ji5duiAjI0N+fj4PHz5EX18fX19fjh07xqpVq0hJSeHIkSPs2bOHgQMHcvnyZTQ1Ndm2bRt5eXnU1NRgbGyMjo4O+fn5BAQE8ObNG96+fYuHhwfbt29n8+bNArv+/ft3zp8/LyCHubm5DBs2jM+fP3P8+HHWrFkjCKQuLi5oamri4+ODo6Mj169fZ/jw4URFRaGnp0dOTg4xMTHMmzdPJHmJRMLixYv55ZdfWLVqFcuWLWPv3r307NmT5ORkli1bRteuXTlw4ACysrLk5eWxZcsWampqcHd35+jRowCsWrWKRYsWERISwpMnT5BIJGhpafHixQssLCwoKCjA29ubu3fvYm5uTl5enih4ZGRkBOfOwsICeXl53r59S3JysiDyvn79mpqaGjQ0NJg3bx4xMTEcPnyY/v37s2XLFl68eMGAAQNwcnLiwoULLF26VBRH3bt3R0VFBRcXF9E9LygoQCKR8OXLF+bNm8fFixdpbGzk3r17REVF0adPH4qKivjzzz+Jiopi4sSJvH79mi5dujBq1ChcXFwETPbJkyfMmDEDf39/IS1qa2sreFVqamrU19ezceNGzpw5I6TCFRUViYiIAH5IBksXfT8/P9TV1QkJCWHXrl3k5uZy/fp1Ro4cya5du3B3d8fd3Z2xY8eipKREbGwsO3fuFFK4Ojo61NbWMnz4cGbNmsXkyZOFQIirqyu9evVi5syZVFVVMWbMGPz8/Bg0aBAzZsxAS0uLz58/Y2lpKeAigYGB/PnnnwwaNIiIiAgWLVpEbm4uly9fJi0tjbq6OrZu3SpESRYvXsy2bdvQ0NBgzpw5fPz4kWHDhhEYGCjWlXHjxgkcuoqKyj+sZf+Jv4WSkhLz5s3Dz8+PxYsXExQUJJ77+7z09ygES0tL9u/f/9MxPz8/5s6dC/womGxsbH56P2keXLhwoeDEOjs7s3DhQgBWrlyJiooKvr6+fP36lcbGRpqbmzExMWHZsmUEBQWJe0/62S1atBCfITWNdHZ2JiUlhdatW/PhwwfGjx/P5cuXBTxpwoQJGBoa8vHjR968eYOSkhLa2tps376dgwcPsmXLFgA8PDxwdnYWXWcZGRn8/Pxo1aoVcnJylJWVCRn9oKAgGhsbmTt3LmVlZairqwuzSGlhUFtbS1lZGWfOnEFGRgYvLy/hS/XLL7/g6emJk5MTXbp0QSKRkJ2dzZAhQ/D396e6upr6+nrevXvHokWLhMR327ZtSU5O5tGjR+zatQs3NzdMTEzw8fHB19cXOTk5CgoKkJWVxczMDIlEgrGxMY8fP2bPnj0oKyuTl5fH9OnT2bt3LwYGBqioqAhBooaGBjw8PBg/fjzu7u4iL1VWVvLx40fU1NQ4fvw4KSkp9O/fn/z8fEaMGEFycjJmZmaMHz9eEPUrKipoaGgQimfl5eX8+eeffP36lZKSEszNzbl//z43btxARkaGhIQEGhsbycjIIDs7W8ghr169mqNHj5KamiqQBxs3bhSNXWtra9avXy/2YC9evEBNTY3S0lKWL1/OoEGDePr0KTU1NVRXV3Pt2jXs7Ozo378/ffv2JTk5GSMjI1atWoWbmxujRo0SglXl5eXcu3eP27dvY25uzrNnz5CXl2fVqlVcv36dc+fO8enTJ1HAFBUV0adPH759+4aVlRXTp08nJCSEiooKWrduTXNzsxCpkSq3ycrKUlJSwtq1a7G3t8fAwIDi4mKio6Np2bIlv//+O69eveLZs2f06NGDMWPGsGbNGvbs2UP79u2ZMWMGffv25d69e1y5cgVDQ0NatGhB+/bt6devH5cuXeLMmTM0NzdTUVGBk5MTmZmZNDc3k5uby549ezA2Nqa6uppXr14xduxYzp07R3FxMXp6etja2hIWFiY4pnl5efTo0QN7e3uWL19OcnIy+vr6JCYmcuTIERQVFYmOjhbeUXfu3CE1NRU5OTmGDBnC9+/fef78OY6Ojhw7doxOnTqhpKTEvXv3SE5OprS0lKSkJDp37iw4bzt27GDo0KHIy8sLH0UtLS3KyspQUVHhzp07dOrUiV69enHhwgUSEhIoKCjAxMSEkJAQLl26RF1dHSdOnKBz586Ym5vTs2dPVFRUqKysRFtbm2XLllFSUkLv3r159eoV5ubmYvon5eHNnTuXsLAwPD09iY2NpUuXLri6upKYmEjLli1xcnJi6dKlREZGEhMTg4KCAr/++iv29vakp6ejqKj4E/T4vwuZ/y/8mf8/w8HBQdKuXTsuX74syMrSzdhfQ3rsr3/PnDlTeN/U1NSgoqLy02uli5eMjAy5ubk0NjYiLy8P/OACdejQ4R/U4KTEVakZlvQ4wJQpUzh06NBPx6Tx159t9+7dzJo166fzjIyMyMvLY+HChUyePBkrKyt27NhBSkoKHh4eYvE6fPgwUVFRtGzZkpycHDFenT17thgJduzYERcXFwhmkhYAACAASURBVCoqKigrK2PLli2cOXOG/Px8zp07R7du3Vi6dCkeHh44OjrSq1cvEhMTsbKyQlFRUSjEREdH06lTJ75+/crZs2d5/fo1Dx48oEuXLpSUlDB58mTMzMzw9PQUG0SALVu2YGpqKkaYVlZWtG/fnqVLlzJ06FB8fHwwMzPDxsaGwsJCvn//zp07dwgPD2fPnj3C4f7JkycMGTIEZWVlsdlXUFDgwYMHVFdXs3jxYqZOnUpDQwPv3r0THc/q6mrhTu7g4MC7d+8wNzfn9u3beHp6kpCQgKamJqqqqhgaGvLw4UNWrFiBjY0NHh4edOvWjefPn7Nx40by8vIIDw/HxcWFAwcOMGLECGpqaliyZAnV1dWMHz+ep0+fMnHiRBYvXsy4ceOwsbFh3rx5TJkyhREjRnDmzBmys7M5ceIEEyZMYOLEiezfv5/o6GhOnDhBVVUVzs7OjB07litXruDg4MD58+eZOHEi3bp1Q0tLi23btnHq1Cl0dHSIi4vDyclJqPtIFZv09PSYMWMGOjo6VFRUcPfuXdEtKSgo4MyZMxQWFrJ06VJ27drF2rVrefXqFUOGDOHkyZOsWrVKGAxWVlZy584dBg8eTENDAwkJCdjY2JCZmUlKSgqrV6/m5cuXrFmzBgsLC06fPo2JiQmHDh0iMTFRGMVpa2tTWFjI3LlzsbCwwNjYmFu3bomNQlpaGurq6nTv3p358+ezfv169u/fj5OTE/Hx8fTs2ZOYmBh69erFoUOHePHiBTY2NnTq1In9+/fz8uVLVqxYwcCBA0lNTWX16tXo6upibW0tPBc2bdqEpqYmEomEx48f8/DhQ9zd3QkNDeWXX37B3d2dzp07079/f6Ge+OTJE2RlZSkrK6N///44OjoycuRIysvLmTVrFqtWraK2tpY5c+Zw5swZampq6Ny5Mw0NDXTu3FkIUPTs2ZPY2FiBby8uLubMmTPY29sjKyvL1atXqaysxMDAgBcvXuDl5cX+/fuprq4WCfrJkyeYmpqipKQkpocPHz5EXV2djx8/kpGRwZ07d1ixYoXA+h8+fJhjx44xePBgjh07ho2NDQYGBrRu3ZpevXpRWVnJunXrBHQpODgYc3NzXr16JaCcLVq04ODBgyQmJuLq6sq9e/f+Lefs/xvDwcFBIm1AeHl5cfXq1Z9yjRRmIj0mdVyXTk+kSqa3b98mKCiI6OhogV9/+vQpq1evRlZWlj///JPExEQBa5s4cSJt2rQRnj7wtzw1aNAgfv/9d9zc3OjevbtACBw6dIjt27ejrKxMdXU1AJWVlcILSvr6kJAQ0fCQ5ilvb29KSkro168fjo6OzJ07l8DAQD5//oy5uTnZ2dk0NzcTGBjI9evXUVBQEAR3LS0tevXqxaZNm3BwcEBLS4sOHTpQW1vL9+/f8fT0JD09ncrKSp4/f46BgQFubm4cPnyYdu3a0b59e3Jzc8WmtrS0FEVFRSFLXFNTwy+//MLXr1/58OEDBgYGVFdXs3PnTmxsbLC0tOTEiRN06NCBd+/eERAQgKamJomJiUycOFE0A/r164erqytbt25FU1MTXV1dqqqqaGxs5N27d/j4+JCcnExxcTFdu3YlLy8Pa2trWrRoITb7srKyvH//nsbGRlxcXIiOjhaQoCNHjgiSvIaGBt++faNdu3YCLvTu3TssLS15+/YtysrKtGjRQhSf/fv3Fzm/Xbt25Ofni+59UlKSUO3q1KkTDQ0NXL9+ndu3bzN37lzy8vJwcHAgKioKV1dXdHR0cHZ25vz589ja2pKamkpJSYmY9HTr1o3Hjx8zbtw4UlNTqa2txcTEhFOnTolp8YsXLwgMDGT06NGoqKjg5eVFeno6KioqZGdnY2RkRElJCbKysowcORInJycGDx5Mjx49UFVVpba2lpycHNq2bcvIkSOFiMO3b9/o27cvDx8+JCEhgYULF3L06FEhUtTc3IysrCy1tbXExcXh6emJRCIR06CLFy8SFRVFfHw8RUVFQjY5LS0NTU1NHj9+zMyZM5k0aRI2NjaoqKhQVVVFnz590NLSEtYWUv5Tfn4+SkpKGBoaEhYWxuzZs3n8+DHt27cXv+e2bduYMWMGI0eO5MuXL+jq6uLn50doaChFRUW4ublx8OBBFi5cyLVr11BVVUVHRwdlZWU2b97M0KFDRZMpLy+P9+/fY2FhwdixY9m/fz8dO3YUFhQRERH4+vqydu1aZGRk+P79O+bm5oSHh2Nra8v379/p1asXcXFxNDY24uTkRHp6OvX19ejp6dHc3Iyenh4VFRV8/foVIyMjsrKy0NLSQkFBgW/fvvH8+XP09fWFZLeUezh//nyOHDmCn58f9fX1vHjxghYtWvDp0yfatGmDvLw8qampaGhoEBQUxOLFi1m2bBkFBQXk5OTg5eXF3bt3ad++PU+fPuXZs2dYWFgwatQoQkNDadWqlfBRkk66AgICqKurE3u3r1+/sn//fk6fPo2cnByPHz9mzpw57Nq1ixMnTvxbeep/xeRHOuXIy8tj6tSpPxU+/6rIAMTIV0ZG5qfOpfT5gIAA3r9/z/v374XRl/T8mzdvcvDgQb5+/frTe8MPIqqampoQQpCGtPCBvyn+qKur/8PP+feFj4qKCsHBwcycOZOtW7cydepUDh8+THh4OC1atGDKlCls27aNlStXMmXKFBoaGigqKsLBwYGVK1eSkJBAVFSUWLSbm5uFdHRoaCjjx4/n48ePxMbGYmVlJX6XjIwMIiMjReLp1KkTKSkp3L17F3V1dd6/f8/QoUNZvXo1Bw4cYM2aNRw9epRz587x9OlTFi1axJYtW0RBKoX1ZGRkcOLECebNm0dZWRm3bt0iOTmZnJwcVFVViYiIwN7eHkdHR06fPs2zZ8+Ijo6mtrYWbW1tRowYwZo1a1i7di1TpkwhOjqa79+/Y2hoyOTJk4VSzZYtW3j16hXu7u7MmDEDAwMDFBUV6datG6WlpbRt21bcTB8/fqR3794EBQXRsWNHEhMTuXjxIjt27GD16tV06NCB33//ndevX5OQkMDgwYORl5dn7dq1/w97bx5Xg/r1f7+bpBShNCipNJIiU8pQMpcyhFAyz0NE5DhC5tkxRChDSRKiUMTJXFGapGRoUAgpzWU/f3j29T3nO9zP/fx3v36/e/3l1a69d6prXWutz3p/SEhI4NixY2hoaNDc3CymQRKJRPhH5OXlMXLkSEaOHClMIs+dO0dERARt27ZFS0sLc3NzbGxsOHPmDEOHDsXQ0JCrV6+irKxMdnY2hw4dYu/evWzZskXsfWzbtk3QVKTLszt27MDR0ZF+/frRrVs3vLy8xCSxU6dOPHr0iIkTJ3Lz5k1OnDjBb7/9hpaWFj4+PtjY2JCYmEhjYyP5+fn4+voyYsQIQkJCGD16NEOHDsXOzo6IiAgOHDggZHASiYSsrCzg1wUtJiYGbW1tPD09kZeX5+HDhygqKtKjRw9GjBjB3Llz8fX15ejRo3h5eRESEoKvry9NTU3iEPvw4QMpKSn06tULAwMDMaGZPn06EomE8vJyoYHeuXMnI0eO5OrVq+L/ZteuXXh5eeHg4EBaWhqJiYls3LiRiooKxo4dS3x8PBKJhOPHj5OdnS300xEREYK8I8XwDh8+XHgqXb58WewUSI17U1NTqa2tJT09HT09PYEiXrZsGSYmJlhYWKCvr096ejq+vr6oqKiwf/9+3NzcsLe3F5KUhoYGZs2axc+fP+nRoweBgYFUVlYyfvx4Bg0axJQpUwgJCcHW1pbWrVtTUVEhLqUdOnSgtLSUGTNmICMjI2Qdfn5+LF++HC8vL1q1asXu3bt5/fo127dvZ+zYsbi5ueHl5cXatWupqqri/v37tG7dmubmZlauXEnv3r0xMzOjoaGB+/fvC+rPkCFDMDMzIzExkS1btvz3Duv/i6O4uJguXboQGxsr9lSlIYXgSENa+AD06vUrT8vI/PKEqqmpEX8P8Is0GhYWxrVr11izZo0ofKTd3X379okdB+nzwK/9U+kug1Ti3NDQwP79+4FfDcH169cLA2b4e57658LHwcGBoUOHYm9vz7Zt27h06RK+vr7cv39fUDGdnZ0ZMmQIBw8eFKS2jh07MmTIEPz8/Hjx4gUDBw4U319sbCwyMv/whauoqBCSGWmsWLGCgwcP0tjYiJmZGZqamsL3S1FRkfPnz9O1a1ecnJxISUkhPj6e1NRUMjIyKCkpYeLEiYwePZrv379TUlLC2LFjuXjxImVlZaSlpTFgwABBWgsMDOTLly/Mnz+fMWPGoKOjg66uLmlpaRQVFeHl5UVTU5OAwCQkJDB8+HCioqLIysqisbGRNm3a0KdPH0Gl+/PPP9m0aZPoiC9duhQ5OTk6duwoACdJSUm0bNmSiooKIetSV1fn7du3ZGdn8/DhQ65du8b27dsZNGgQnz59Ij8/HzMzM1avXs2dO3fIy8vjyZMnKCsrI5FIqKqqEnRWJycnWrduTXl5OTY2NmJnKCcnh6SkJNLS0lBWVkZVVZVVq1aJ3Y8uXbrg7+8vPNTKyspwdXUlKSmJxMREOnfuTNu2bRkxYgTv3r0T9FXpzmqXLl3o1KkTmpqaRERECIla27ZteffuHd27d2f58uUkJycTFRWFlpYWa9asoWPHjhQUFNDc3Iyfnx/Xr1/HxMSE1NRUsV/TuXNnpk6dKkx6TU1NkUgkHDx4kM6dO/PmzRuWLFmCqqoqu3btEgWpnJwcOjo6BAcHM3bsWAYOHMjYsWPp1asXKSkpxMbGiv1Q6ZSsqKgIXV1d2rVrR3Z2NsXFxdjY2PDz508+fPhAq1atyM7OZtSoUZw8eZKcnBwOHz6Murq6aEIeP36cpUuXkpubS0BAALW1tZw5c4b8/HySkpJITk7m48ePJCUl0aJFC6ZNm4a8vDzjxo3D0NCQW7duceLECTp27MikSZNYuXIlp0+fZu3atbx8+RJfX19BdCspKWH06NH0798fQ0NDYmJiUFdXR1NTU0AMYmNjUVRU5P79+1haWmJoaIiGhgbm5uY0NzdjY2ODRCJBR0eHYcOGERQURLdu3Th27BjW1takpqZy6NAhWrZsSW1trZgcq6ioiEJ7zpw5bNy4kdzcXOLi4hgwYACnT5+mRYsWJCUlUV5ezsiRI+nWrRtnzpzBxsaGwYMHU1dXx9u3b1FUVOTo0aNi6qahocHPnz+ZP38+Bw8epK6uji5dutChQwdxB/vvxv/44ufNmzcUFhbi4+MD8C/yAPj3+z5Pnz7FwsLi3xZKdXV1wD+woIC4mEpDCkSQdoz/+fWOHTtGSkoKZ8+eFYf35MmTRed527ZtPHr0iBUrVgiPgL/GX8EItra2zJgxQ5i5jho1Ci8vL3r37o2uri4hISFoamqyaNEiTpw4QUBAAHPmzMHHx0d4Dbm6uqKuri4ub2ZmZvz48YPJkydjZmZGTk4Ourq62NraMm/ePPT19dHV1SUqKoqTJ0/+TUoUHh4u/JW+fPlCz549+fTpE0ePHkVeXh4nJydhOPfx40fRfVBUVMTX15dly5ZhZmbG9+/fCQ0NJTQ0lDZt2nDu3DlGjRrFxo0bKSkpITAwkHHjxjF+/HhsbW0JDg5GQUGB+vp6unXrJkw79fT0OHXqFBMnTkRVVZXff/8dLS0t0tLShNRt+PDhLFy4EA0NDXbs2EFERATLly9nz549eHl5IS8vj6+vr7jM7dy5E21tbTw8PKipqcHPz4/Pnz8zc+ZMvnz5wsWLF1m+fDmLFi3Cz8+P+fPnU1hYSFhYGDY2NkJesmLFCqKiovDw8GDKlCkkJCRw7do1NmzYQJ8+fVi0aBFycnLU1dXx+PFjJkyYQN++fYWkZd68efz5559cvXoVb29vFi5cyPPnzzE1NWXRokXC72bjxo1oamrSu3dvXr9+LVCfurq6tG7dGnd3dzIyMjA3N2fq1Kl4eXnh6OhIQUEBW7ZsITw8nKVLl1JRUcG2bduIiYnB0NCQKVOm4OrqKhy29fX1qaqqYtSoUSxdupSQkBD09fWBX80E6f6XtHCQSH6ZsS5ZsoQLFy5w6tQpBg4cKJL85cuXcXBwYOPGjezZs0dc9IyMjLC2thZjdDc3N3bv3s2oUaNISUlh//79SCQSlJSUkJGRoVOnTowcOZKCggIhTQ0ODkZOTo6srCz8/f1xd3cXv4dz5swRiNmCggK6d+/Oy5cvmTlzJpGRkeI9zZ07l7Vr1xIaGkpiYiIZGRm4ubnx8eNHAdmQJkcdHR2GDh0qKG3SJJ6amkpWVhbFxcWYmZkxa9YssVunrKxMRkYGf/zxBwYGBnz9+hVNTU3c3d15+vQp9fX1hIWFsWPHDgwMDMjIyBBSw4EDB/Ls2TNGjhxJVVUVBgYGREZGcunSJdFJz8rKwtjYGBMTE+Tl5Tlw4AA6OjosWrQIiURC+/btuX79Ou/fv2f+/Pm0bNkST09PsrKyCA8PZ8iQIZibmxMUFISXlxexsbE4Oztz7do19PT0CA4O5uzZszx69OhfzrD/jX9EYWEhcXFxAoCzd+/ef/mcf5enIiIi0NLS+lueevXqFQBJSUkA7Nq1izZt2gDQoUMHJk6cCCAaUID4vfzn19uzZw9XrlzBw8MDXV1dgoODWbBgARs2bGDYsGHs2rWLtLQ0Bg4cyOTJkwHEpQN+wRPgV57S19dn2bJlGBkZ0b59e8zMzLCxsaFjx460bduWSZMmsWnTJi5fvoyXlxfx8fEcOXKE69evU11dTf/+/enWrZvYk71z5w4aGhrU19dz4sQJMSVu06YN+vr62NraEhgYSGBgIEFBQSQnJ/PmzRtevHiBgYEBHh4elJSUAL9Q4x07dqSqqorx48cjIyODsbExJSUldO7cmaqqKoYNGyZ2I2NjY4UvUF1dHampqaSkpDB79myeP3+OmZmZQEMnJiYKy4ZDhw7x9OlTYaKpqanJrFmzGDFiBK1bt2bixImcPHlSeLepqqpSUlLC6tWrGT58OKamptja2qKiosK9e/d48eIFMTExuLi4CLuKa9eu0aFDB16/fs3o0aNRVVWlR48e7Nmzh8GDB1NdXU2fPn2oqan5m0xW2hCTmmxK9xrhl4G7p6cn1tbW9OzZk9evXzNz5kzi4+OxsLDA3t4eWVlZmpqa2LRpE5aWlujp6TFgwACampqEnUVOTg79+vWjf//+lJSU4ObmxuzZs3n8+DGrVq1i2LBhQlHx5csXQZVs06YNioqKDB06lNLSUjp06EDPnj2JiIgQcty4uDgePHjA6tWrqaurIzExkZycHLZu3UqPHj3o1q0bd+7cQUFBgbZt21JfX8/JkycZOXIkKSkpAnMs9ZlrbGxk0qRJGBoakpCQIAxwX7x4ga+vL0ZGRujr6zNkyBCysrIwNDRk2LBhODs7i0lq+/bt0dHRwdPTk7y8PE6cOMHx48cxMzOjsLAQV1dXMjIykJeXF5RVExMTysvL8fDwQFtbmwkTJiAnJ8eTJ0+4deuWuDPKy8vTp08fIiMjWbZsGWvWrEFbW5tNmzbRu3dvXrx4QZcuXfD09GTOnDlCNrhkyRICAgKwsbGhqqqKgoICtLS0MDQ0xNPTU+zWVldXEx4ejpWVFS1btqS4uFjsE2loaNC7d2+SkpJwd3dn7dq1fPjwgQcPHuDt7S2KcisrKwoLC2lubub58+eMHj2atm3bUlpaStu2bdm7dy+GhoYUFRVhZmZGfX097dq1Y/HixWRmZrJq1So2bNhAWVkZGhoa7Ny5E1lZWR48eEDr1q3FjpiysjJxcXF8/fpVwBVsbGwoKysjPT2dLl26MHv2bMaPH4+NjQ25ubmYm5uTk5PDypUrWbx4Mc+ePfu3+5T/Kf7HFz9SZ+t/TiYvXrz422F/8+bNvz0uHav+NTZu3AiAkpKS2LeRxpYtW3j+/Dn3798Hfh2mgwcP/pf3M3bsWACmTZvGjBkzOHfuHAAXL15k5cqVBAQECDKSnZ0dGzduFMupfyVRSA9iiUTCnTt3gF8mitJuWGNjI+Hh4Tg6OnL06FEuX74skuLUqVN5+/Ytv//+Oz179qSwsBAPDw8iIyPJyckhOzsbX19fZs6ciaamJo6OjnTo0IH+/fvz6tUrHj9+jKGhIZGRkbi7u5OdnS3QovHx8Xz8+FF0LmfOnMm8efN48uQJEydOJD8/n+TkZIKCgggICGDBggX4+voyd+5c3r9/T1NTEx4eHhQUFBATE0NVVRU7duxgw4YNtGzZkvHjx/Plyxfk5ORwdHTE09OTFi1aiPGovLw89vb2AhVrbW1NUVERPXr0ICUlBU9PTwGcKCoqYsOGDaxbt07sEsXExIj9nZMnTxIUFERhYSE7duzAw8ODadOmoaWlxeXLl1m7di3l5eUoKytz/vx5SktLWblyJa6urjx79oz27dtz/vx5bG1tefPmDfb29mJU27dvX2RkfplthoSEsGjRIqZNm8bIkSP5/fffMTEx4enTp0RERKChocGVK1d49OgRN27cYNasWRgaGhIbG8uPHz9Ys2YNw4YN49ChQ3z+/BlfX18kEgmTJ09GQUGB0NBQXF1diYuL4+LFizx8+JBx48YJKZurqyuRkZF8+PCBo0ePcvjwYbZt28awYcP49u0b9fX1zJw5kwMHDtDc3IyrqysJCQk0NDTg7OxMbGws3bt3R0FBgaSkJOrq6oQvkLOzM83NzcjIyIimgVSy0b17d+7fv091dTUVFRUsX74cGRkZtm7dyuPHj7lx4wb19fXCp6JHjx6sWbOG9PR0tm/fzsWLF5GTk2P//v18+PCBsLAwSkpKuHTpErGxsXTp0oXs7Gz69euHt7c3a9euZcuWLVRVVSGR/DIqvX//PhKJROw+7d27Fzk5OVasWEFaWhqrV69m0KBBqKio4O/vT//+/YmPj+fVq1cCTDBw4EDOnDlDUlISurq6dO3aVXivaGtr8+effxIQEEC7du3o0aMHp0+fZsyYMaxbt06geO3t7enXrx/z588XS6jTpk2jZcuW7Nq1i4kTJ/LhwwcUFBS4e/cuSkpK3Lt3j/Pnz7NgwQJWr17NwIEDBcpz9uzZhIWF8eDBA9q3b4+DgwN37txBW1ubqKgowsPD2bp1K61atUJBQQEvLy/k5OSYNGmScArX19dnwYIFXLp0CQ8PDx49eoSfnx+nTp2ib9++JCQkYGNjQ1BQEIaGhujp6QkyUUNDA1euXKFv377cvXtXXDL/N/59NDc3k5ycLGA2UjrbpUuX/panpMWENPT19f8lz0jzlHTi8de4ffs2Fy9eFHmnoaEBT09P8bjU6Fq6E2RjY8OFCxd4/vw5JSUl+Pn5MXjwYAICArh16xaKiopMnTqVQ4cOkZ+fD8D79+/Fe/b29kZGRoaXL19y+vRpysvLefjwIeXl5eTk5AiVQZcuXXj8+DHe3t4CL9yjRw/27duHk5MTurq6hIeHM2HCBLy9vfn48SM7d+5k8ODB9O7dG1VVVYyNjVFRUaFz5858/vyZwsJCNDQ0mDZtGgsWLMDf31+cQXl5efz48YMBAwagqqpK3759uXTpEoWFhZw9e5aoqCiKiooYP348N2/e5Ny5c1y7dg0fHx++fftGc3MzYWFhfPnyhezsbOrr64UEVmrkXVNTg6ysLEZGRtjY2CAvL8/AgQNxcHBATk4OAwMDXFxcKCwsREdHh+/fv7N3715Wr14tGqmfP39m9+7dDBs2jLi4OKqrq/Hw8CA7OxslJSVcXFyYOHEiT548YevWrcKrpWfPnqiqqpKVlYWjoyPV1dWMGTOG9PR0qqqqiImJwcLCgqKiIlq1akV6ejr6+vp8/foVAwMDga4+ePAgMjIy9OrVi9TUVKKjo+nTpw9mZmbcunULdXV1zp8/T1paGioqKsyYMYP3798LatzWrVtZtWoV9fX1ODg4YGxsTFJSkgAq1NTU0KNHD+Tk5EhNTaVbt268fPmSjIwM3r17x969e6msrBS0My8vLyorK3n8+DGPHj1i1KhRmJiYCJPcCxcusGPHDn7+/EnXrl2ZO3cuu3btwsLCgpycHPT19ZGVleXNmzc0NjYyc+ZM8bhUrilF+KelpREcHIyOjg7JycnU19dTV1fHgAED0NPTw9nZmffv3/PixQuam5uJjY2lvLxcTCo/fPggsN1ycnK4ubmxadMmnj9/zvfv3/H29iY3N5cxY8bw8eNHXFxciIyMxMnJiZEjR1JfX09mZiZRUVG8ffuWmJgY3r9/j6OjI9u2bUNWVlYoDxwcHDhy5AiKiopERkbyxx9/kJeXx+fPn5k1axbGxsbC3DQ3Nxc1NTUCAwPx8/Ojd+/etG7dmvXr1zN06FCUlZWFr52FhQU3b95k+vTpaGhoYGBgIBoLHTp0QE9Pj379+gkEu7W1taAuvn79GgUFBQoKCkhLS+PQoUPExsZiaGiIoqIinTp1IiIigufPn+Pn50erVq3o0qULr1+/pnXr1kyfPp20tDRGjRpFixYtkJWVxcbGRpCKO3XqhIKCAu3atSM6OpoNGzbQo0cPlixZwqBBg4SsMC8vD11dXfz9/dm6dStqamrAL1PmpqYmVqxYgb+/P/n5+f+/aG//43d+WrduLamsrAT+Mc7/d+9ZSh3758f/q90gFRUVQYOBX3s+t2/fZs6cOX/zQJDqS6Vmk//8Plq0aCGKNOkCdUNDgzA7ra+vFyQX6Xvq3Lkz5eXl4of1V7mehoYG5eXlREVF4e/vz5IlSzh79iwuLi6sX7+e8ePH4+bmxtGjRwWZKj09nbCwMFRUVNDW1mbjxo1CZ+rj44OdnZ0gCD169EiQ0tasWcP27dvZvXs3Li4ufP/+nRUrVnDnzh0mTpzI9evXcXNzw8/Pj2fPnvHz509atmzJuXPnhGtwYGAgNjY2ZGZmEhISwsWLF9m4cSPTp08nICCA8vJy2rdvz8qVK1FQUCArK4vo6Gh69eolVYZRHwAAIABJREFUGPs2Njb8+eef3Lhxgzlz5tCpUycyMzNpbm7G3d2dSZMmERAQQEBAAPCLpKeiosLQoUNJSEigV69erFy5kpSUFLS0tDh27Bjy8vLU19dz7NgxwaMPCgoiOjoabW1tsrOz8fLyYvv27YSHh6OtrY2DgwP79u3Dzs6OkpISNm7ciKOjI1lZWURFRXHixAmePHlCZGQkMjIydOvWDW1tbWJjYxkzZgxDhgzB0dERa2trJk2ahIKCAqampri5udGyZUuio6MpLS2ltraW4OBgNm3axJ07d7CysuL58+fo6OhQUlJC27ZtGTduHBYWFmzatIkvX74wb948MjMziY6OZvny5RgaGlJaWsqKFStYuHAhpqam3LhxA19fXzZt2sStW7do164dTU1NuLq64ujoSEhICA0NDZibmxMSEiImMC4uLmzfvp0ePXrQ1NTEmzdv8PLyIjIyktTUVOrr6+nevTtlZWW4u7vTokUL/P39uXr1Ko2NjcjKyvLhwwcCAgLEgu+IESMYOnQoGzduJDs7m+vXr/Phwwe2b99OQ0MD6urqBAYGiimptKOdk5NDXV0dJiYm1NfX8/HjR9q3b4+vry9btmzh8uXLpKamUl1dTatWrdizZ4+YDt68eZPffvuNkJAQevbsyaNHj0hLS8Pf35+Kigr27dtHbm4uFRUVbN++HXl5eXbv3o2+vj4mJibAry5+eXk5PXr0wN/fn7i4ONLT01m8eDG3bt0Spnm9e/dm+PDhzJkzh1evXpGcnMzZs2dZt24dGzZsEFOejIwM3N3defXqFZs3b6ZNmzbY2dkJEMjChQs5deoUxcXFAhO/dOlSqqurOXnyJDdv3iQ/P19IEWbMmEFgYCBZWVncvn2b+fPnU1tbS7du3ZCXl8fPz4/MzEzc3NwwNjZm7dq1jBo1iufPn+Pr60uHDh04d+4ckydPpkWLFsTFxREeHs6JEyeoq6tjyZIleHt709TUhKmpKY6OjlLJzf/u/PyHUFdXl0gl0tL8kJqa+jc1AfySb/r5+QH//Tw1ePBg7t27h4yMDEZGRtjZ2XHmzBl8fHxEh1oikfDo0SP69+/P6tWr2blzp3jOly9fYmZmxoABA3jw4IH4/MePH4udlI4dOxIRESFAM/BrOmtubs6PHz+4d+8eALa2thw/fhwlJSUWLFjAmzdvWL16NXFxcdjb2/Ps2TO6du3K9evXRbf+0aNHfPr0CQsLC4qLi/H09ERRURFVVVWBLzYyMiImJgYDAwPc3Nx49uwZ7969Y+vWrfTs2RNvb29u376Nq6srXbt2pa6ujitXrrBw4ULOnDlDdnY2lpaWwlRTIpGgoKDAs2fP+OOPP3j58iUJCQno6upSWlpKSkoKXl5e3Lp1iz59+nDz5k1+/PiBiooKAwcORF5enrKyMjIyMtDT00NOTo7a2lo6duzImzdvxMVdTU2N0tJSJBIJVlZW2NracuXKFdzc3GjVqhU7d+4UOSA/Px9dXV12797NkSNHaN26NY8fPxYTl8ePHzNmzBhMTU159OgRmZmZtG7dWvjjuLu7C4y+lZUVcXFxGBgY8P37d+Lj4zE2Nqa0tJTp06fz9OlT3r9/z9y5c4VFQ+vWrZk9ezanTp3C2NgYY2NjdHR0OHPmDLKysmhqaoozJDMzk8rKSpqampg8eTI3b94kLy8PHR0diouLhQmnsrIylpaWaGpqEh8fT01NDba2tpSWlpKRkSEAP5WVlcTExGBnZ4eGhga5ubkMHjyY+Ph4cnNzBRLb0tKSLl26kJycLCZr9+7dQ09Pj44dO9K1a1fu3LmDrq6u2KHq1asX6enpFBUVkZycjIuLC5WVlVhZWSEvLy8mO1Igwvfv3/H19RUSbzMzM0xMTIiPj6esrIzs7GwCAgKEPFxVVZWQkBDR4LWysgJ+rT80NTWhrq5Oc3MzVVVVKCsrc+HCBSZMmEBmZqZQ1MybN4/p06ejpqYm8oS/vz/Jycno6ury7t07VqxYQVxcHLW1tbi6uvLp0ydqa2tJTExEVlYWFxcXgez+8eMHwcHBVFdXY2ZmJhrf+/bt4+DBgyIfHT9+nP379wvT98+fP/P+/XuhNBk2bJgAI0VHRwsoVGxsLC1btsTAwAB3d3fh/xgUFERFRQXt27dn//79Yu/n9u3brFy5kvLycn7+/Imuri4RERGMHDmSsrIy8vLy6N+/P42NjWhpaSErKyvuA927d0ddXZ3x48eza9cuiouLcXBwQEVFhWfPnoniOjc3lyVLlnDjxg0aGxs5duwYo0eP5ufPn2hoaGBsbEx2djZbtmz5b+Wp//HFT4cOHSQ3b96kZ8+ewN+LhL+Gvb09Dx8+BH5pk6UXcxkZGSZNmsSFCxeAvyeVHTt20KZNG+bPn/8vsIR/l4xqa2uFDAdg1qxZbNmyBU1Nzb8VRP/uOXx8fNi7dy/Hjh1j3rx54uPSC7T04O/8/3LUCwsL6datG66urgI9WVFRgaWlJZ8+fUJDQ4OkpCTy8/OZNWsWHTt2pFevXkyaNInIyEiuXLmCg4MD9+7d49OnT7x+/Zrbt2/z+fNnHBwc8Pb2JisrCz09PYqLi/n9998JCQnBy8sLOzs75s2bJ4hbp06dYt26dRw+fJhFixbh7e2Nm5ub0ImfPn0aLy8vFi5cyJEjR3B1dWXt2rWcPHmSly9fYmdnx44dO8jNzWXOnDlcv36dy5cvU1FRwbdv34SG+d27d5SWlmJubs78+fPZs2cP2dnZmJqasmbNGoE+LSsrY//+/dy6dYvy8nK8vLxYt24dL168YNmyZfTr149Pnz4xZMgQ7ty5g5eXF1OmTMHOzo7ExESsrKxQU1MTxnX3799n9OjRYr/j3bt3uLi4cOTIEXr37k1NTQ1z5szhypUroqCS7lDNmDEDOzs7YmJisLKyQlNTk6ioKOTl5blz5w4LFixgy5YtLF++HGNjYx4+fEhAQAB9+/YFfhXcN2/epLq6mvHjxzN79mzi4+MJDg6mV69e9OvXj6CgIH7//XcGDx4szD7HjRsn9K3SvRl/f38MDAzYs2cPkyZNYvbs2Vy9epXa2lpSUlJo164deXl5BAcHU1JSIrqYx48f59SpU3To0IFr164xcOBAEhISWLt2LbW1tRQVFbFixQqePn1Kv379uHDhAjExMRQUFGBvb8/t27fp1q0bb968Eb4hEyZMYPLkyXz9+pWrV68ikUg4f/48Fy5c4ODBgzx+/FhI4wYMGMD48eOprKzkzZs39OzZk8uXL5OQkMDWrVu5du0a7u7uWFpaEhMTw9GjR0lKSiIiIkJcXJycnER37vLly6ioqLBu3Tp+//13cnJyqKioYNiwYdy4cQNnZ2d27drFmDFjWLVqFQMGDGD48OGsXbuW0tJSvLy8aNGihcBOm5mZ4eLiQuvWrTE2NmbSpElMmDABFxcXTp8+zc+fP+nVqxd79uzh1atXrF69Gnt7+7/tTPj7+7Nt2zZ27dqFmZkZPj4+wnhZRkaGgoIC2rdvz9mzZ4Vjubu7O+3bt2fkyJHY2dmhqqoqzI9btWpFYmIi6urqNDU1UVRUxKlTpzA0NBSyxd69e1NRUYG2tjaJiYl06tSJcePGAfD48WMuXbqEnZ0dcnJyrF+/niFDhjBkyBBatWqFnp4eVVVVREdHIysri7KyMmFhYf9b/PyH0NLSkhw6dEggqf9TnpoyZQrnz58HwNPTU6BppQ0DKaBHIpFgYGBAdHQ0sbGxKCkpsXLlyn+bp7S0tITaQErFlFITAZYvXy7MhKWKiKqqKmRkZERjThp+fn5s376dvXv3CmJdZWUlbdq0YezYscycORNnZ2dGjRoFQEJCAi4uLnTr1o0ePXqgpKREbW0t48aNIyEhAX19feEjM3DgQPz9/dHT0xPo6Llz53Lw4EFyc3PZtm0b5eXlYqpjbGxMeHg4fn5+jBgxglu3bnHjxg2ePn1K7969MTAwENS6+Ph4kpOTiY2NZcKECVy8eJG+fftiaWnJoUOH+Pr1K6tWrcLFxYVDhw4REBCAj48PQ4YM4enTp8JscenSpTx9+pQLFy4wZ84cMjMzqa2tFRYGVVVVfP36VdgrODs7c/nyZUpLS4Ux8oULFwRIxM3NjdzcXKqrq+nVqxexsbEEBAQIcMmPHz8wMTEhLy+PXr16cfbsWQwNDcnPz0dHRwclJSW6d+9OSUkJb968wcLCguzsbLHz17VrV+H50tDQgK2trZhUNDc38+3bN0JCQli2bBkGBgZkZ2ejo6ODqqoq6enpyMnJcfHiRRYtWsTIkSO5cuUKGhoawi7DxsaG5uZmtm7dyrx586ivryc0NJS+ffuSl5cnltQ7derE3bt3BcyorKyM0tJSLC0t2blzJ8rKyqxZs4aBAwdy+PBh2rZty71797C2tqZfv35kZ2fT0NBAUVERSkpKlJeXM3HiRCoqKrC2tmbHjh1MnDiR5ORksV9jZGREXl4eTk5ONDQ0UFFRwZo1a7hw4QLTp09n//79ZGVlUV5ejqGhIXl5eWhra1NeXo62tjYAVlZWnD59mhcvXrBjxw4kEonYH501axbv37+nU6dOgrZqZWVFXV2d2CnOzMxk3rx53Llzh+zsbKytrYVR/datW4mKiuLFixfo6emRm5uLiYkJMjIyWFpakpmZiaKiInFxcQwbNoyysjLq6uowNTXl5cuXWFhYkJiYSLdu3Rg+fDh79uzB3NycIUOGUFlZSXh4OHJycuTl5fH161dMTU2xsLBASUkJdXV1FixYwLx58+jWrRvJyckA6OnpcebMGSFHNTAwIDw8nOzsbB49ekRsbCyBgYFs3boVTU1Nrly5wrVr10hNTWX27Nls3rwZFRUVUlJSUFRU5MuXL1hZWdGqVSuOHTuGkZERCgoKpKWlMXbsWBQUFMjPzxd2I1+/fiUlJYX27dtTV1cnDLZra2tp3bo1r1+/Rk1NTUyw3717R0ZGBgYGBsjIyHD27Fn69++PsbGxAIHU19eTkZGBrKwsCgoKHD58+P8M4IHUcVYa/yxlkx7wDx48EFMXaeEjjb8WPhs3bhRJac2aNSxYsOBfXnP48OEoKSn9S2dOasomfZ327dv/Ta/9zwWPRPILUQz/kO1JCx/pcitAZmYmU6ZMwdjYmHfv3okOeFZWFk5OTnTv3p3JkydTWVnJ9u3byc3NxcHBgenTp3PixAksLS0ZMGAA2dnZTJ06lZ8/fwK/PIwkEglz585lxowZREZG0qdPHz5//sy4ceO4cuWKKA79/PwE6EA6Qj548CAmJiYsWLBAdBbLysqor6+nqKiIs2fPIpFIRNEgNWnt3r07oaGh+Pj4MGPGDDIyMrCysiI3NxdLS0txKdbU1ERLSwt/f3/S0tI4efIkMTExxMTEoK+vL8xOjxw5wvv371m9ejVt2rRh4MCBAmm9atUqrl+/zqFDhwTy9MCBA1haWrJo0SL+/PNPPD09mTRpEgUFBUyfPh0tLS3OnDkjpHZbtmzh7du3qKio0NTUxJgxY3j+/DkvX75EU1OT+/fvc+DAAYqKiujevTva2tq4urrSokULtLW1CQ4ORldXl7Fjx7J79240NDT48uUL7969Y9asWWIRfv369cLgTYpDvX37trh86+rqcv78eVasWIGLiwuenp5i/6OgoIAnT55QUFDAmjVrKC8v58KFC0gkvzwVFixYQHFxMbdv3+b69etoaGhw7tw5GhoaGD16NKamphw7doypU6dy8eJF9u3bh6WlJb/99hv+/v74+PhQVVWFq6srPj4+zJ8/nx07dpCQkICsrCyRkZHU1tayefNmVFVV+fLlC7a2tiQlJQnspBR7OnnyZD5+/Mi+ffsoLCyksLBQdIIWLVqEsbExNTU19OzZk2HDhtGlSxdu3rzJrl27GDZsGBkZGezduxcFBQVBXjtz5gwNDQ0EBQUhIyNDaGgoFRUV/Pbbb0RERJCZmUlhYSFt27YlKysLdXV1jhw5wokTJzAxMaGxsZGIiAgyMjJYtGgR8+bNIy8vjzdv3tCmTRu2bt3KjRs3CA0NpWvXrkybNg1/f382btzIy5cvCQoK4tmzZxgbG6OmpiaMDb29vQkMDERJSYnCwkKqq6sxNTUVhQ/8ag58/vyZoKAgevbsiY+PD05OTsAvGVRTUxNGRkb88ccftGzZEjc3N3r16sXMmTM5c+YM/v7+aGlpiW53VFQUqampODs7Y2Vlxbdv36iqqqK+vh5jY2POnj3L8ePHuXr1Klu2bMHT0xN7e3vc3NwIDQ3l3LlzlJWVMXz4cMrLy1mzZg1lZWXY2tqSkJDAwoULBUlp5MiRREdH8/Xr1//ynP6/PT5+/IiysrKQu0l3LaQhzQvh4eEif0gLH2n8tfDZuHEjb9++FdIx6Y7hX8Pb2xt7e3tKS0vFx9q1a0dGRoZ4Hune3OrVq0XhW1VVhZycnMD2SiQS1q5dC/wqlFJSUkThIz3XAUGndHFxIS4uDmtra5qamgQaf8WKFZw5c4b6+no2b94sHOTDw8N58uQJgYGBYlq9bds2JBIJvXv3ZurUqQQHBxMZGcn58+dJT0+nU6dO/Pjxg+7du5OZmYmxsTGhoaE4OjqyaNEiFBUV0dLSorq6mp07d7J161bs7OxISkri7du3bN68mcbGRioqKpg9ezb3798nJycHAwMD7O3tUVVVRVtbm+TkZAYPHkzfvn0pLS1l4cKFfPr0SUxEampqUFVVpXXr1sTGxlJcXMzTp0/JzMwkOzsbHx8fzp49i66uLg8fPuTGjRtcv34dRUVFDA0NiY+Pp2PHjjg4OJCdnc2ECROYNWsWFhYWJCUlCRlrQUEB586do0ePHpSXl9O7d29xybxy5QoxMTGMHj2aL1++oKioSHNzM127dhWNS1VVVd68eUNSUhIVFRWiwOnWrRt2dnZiyqSmpoalpSWJiYmoqKhQXV3NpUuX6Nu3L5s2baK4uJgTJ07g5uZGWFiYuCSvWrWKP/74g2PHjtGmTRvS0tIYPHgwJ06cECaiUlrc+/fv+fLli5DrLVu2jIsXL3L37l127NjBt2/fyMvLY86cOaK739TURNeuXdHQ0CA4OJiePXuSnp5OUlISv//+O0OHDiU2NpZBgwbR0NCApaUlgwcPpn///ty+fZu8vDxkZGQICgqisbGRdevWoaioKMivBQUFzJkzBzk5OczNzSkqKqJnz55UVVUxbtw4wsLCqKioQE1NTeRf6T6aFOmuoaHBy5cvSUxMxNTUlA8fPuDm5oaHhwcyMjJERkaSkpJCc3MzCQkJWFlZCYVCXFwcS5cupbS0lIqKChwdHSkrK6NVq1aMHz+eJ0+e0KFDB5qamnj+/DkfPnwgKiqK/v378/nzZ0pLS2nZsqWYlKWkpKCpqYmNjQ1OTk5MnjyZQ4cO8ejRI4qKitDQ0MDBwYH27dvToUMH+vbtKyBOJ06coLGxEXV1dfz9/WnVqhXKysqkpKTw48cP9uzZg66uLleuXMHExIQ+ffrw8OFDjhw5IgAnCgoKYi8sIiKClJQUhg4dioqKCs3NzcycOVNM4ywsLNDR0aGmpoaGhgaOHz+Ouro606ZNY+nSpcL0dcmSJRgYGGBpaUlycjKpqalUVVVhampKdXU1Tk5OHDlyBH19fV69evW3PTVzc3MWL15MTU3Nf/vM/h8/+ZGRkRFv8K+ysb9Gt27dyMzM/K+eQ3y9vLw8TU1NfPz4ES0tLfFxGRkZZsyYITTZ9+/fx97e/m8dvCNHjpCenv436EJxcTF6enqsXbuWrVu3is/v1KkTTk5OLF++nKSkJC5dusS9e/dYvHjxv0jnpF0tKcJPGtevX8fOzo62bdty6dIlNmzYQFZWFg4ODhQXFxMUFMSQIUPE2LqoqIjhw4czY8YMXrx4gZGREVpaWjg7O6Onp0dFRQVxcXHcu3eP0tJSPDw8uHHjBlFRUYSGhuLu7k5lZSVnz54VnYLXr1/TpUsXRo4cydq1a4mPj8fa2pp58+YRGBhIWFiYOBjWrFnDrl276NixI8XFxYwZM4bCwkL09PTYvXs3srKyrFixglOnThEZGSmMVnNzcyksLGT8+PEMGTKEr1+/snDhQiIiInjy5Anl5eXEx8fTsmVLnJyc8PLyYv/+/URHR3Px4kXc3d35+fMnJ0+epHPnzkyYMIETJ05w4cIF+vfvz8WLF6mrqyM/P1/sf8jLy/Pt2ze0tbVxdnYmJCSEV69ekZ2dzbRp09i1a5cYvZ8/fx55eXkOHTqEtbU1K1euZNKkSTx58oRt27aJ7+nevXvExsbi4uJCeHg4AJcvX6akpIT9+/fz+vVr/Pz8xLj84cOHfP78md9++41v376hpqZGx44d2bFjBx8/fuTo0aOkpqayc+dOLl++zKdPn2hububZs2eMHj2a7t27s2rVKqKjo5GRkWHPnj3ExcWhq6tLr169yMvLo7a2lk6dOrF+/XpCQ0NRUVEhMTERIyMjSkpK+OOPP1i2bBlaWlr06dMHc3NzzMzMOHLkiFjcNzY2xtHRkd9++43Nmzfj4eHBnDlzWLZsGbKysrRo0YKFCxfSpUsX4uPjcXBw4Nq1awwYMEAsV2/ZsoXRo0ezYsUKli1bhp2dHR06dGDHjh3Cq6m+vp74+HiKi4uxsLCgR48e/Pz5k7t376KsrEyPHj0YPHgwV69eZdq0aRw7dgw/Pz/c3NxQVlbGxcWFKVOmsGDBAvT09Bg1apTYA/D09CQzM1NAIY4cOcKwYcPIyclh9+7dtGnTBnNzc2bMmIGFhQWpqalERERQXFxM165dsba2xsjIiPz8fNzd3VFTU+Pdu3d8/vyZ3Nxc5s6dy8+fP7l27RqLFy+mX79+ghon7fLBr866i4sLBw4c4OLFi3Tu3Jnv379TV1dHXV0dU6dO5dWrV4waNYrly5fTrl071q5di5GREd++fcPMzIz8/HxWrFjBhg0byMvLw9ramoULFwpTORsbG8zMzFi/fj0jR47E1tYWY2NjmpqaaGhoYOXKlWhra1NdXU1ubi719fUcOnSITZs2kZ2dLaiaz58/R11dnbCwMCkO938nP/8hZGRkJNLc8p/y1NixY4mOjv6vnkMYANra2grM79ChQ4F/5Klly5YJD7rz588zefLkv+Wp3bt3U1JSIiRxHz9+JD09nREjRoi/4RYtWtDQ0MCIESMwMzNj0KBBFBQUCPm0r68v27ZtQ0FBASUlJWpqavD29iY7OxtVVdW/NRhDQkLo3LkzgwcPJjg4mBs3bhAdHY2Xlxffvn1j0qRJODs7ExYWBkBFRQXm5uaEhYURHR0tplJdu3ZFTU2Nuro6srOzef36NZs3b+b06dOEhoZy7Ngxnjx5Qs+ePamrqyMlJYWCggKePXvGtWvXcHV1Zfr06Tg5OZGbmysaLs7OzqSmptKnTx9UVFS4du0abm5ugqZ46NAhtm/fjpqaGomJiUIOfuDAAdLS0tDX10dPT4+ysjIqKiqwsrLC09OTu3fvEhkZydGjR7lw4YL4e5KXl8fU1JRz584xbtw4MjIyxKRbIpEwZcoUAgICsLa25saNGyxfvhwDAwPS09NpbGykvLwcIyMjFBUVkZWVFV3xoKAgPD09KSsrE1K4xMRE3r9/T2hoKHfu3EFOTo4///wTXV1dHB0dOX36NBEREWzevBlHR0eePHnC69evyc7OFjs18vLyPH78mO/fv3Pv3j1CQ0PZu3cvP3784OfPn7x584bq6mqGDh1KTU0NysrKtGnThjt37lBZWcnEiRMpLCxk27ZtHD9+XHxdUVERXbt2RVtbm5iYGBYvXoyVlRXbtm0jJycHNTU1OnXqxKdPn2hsbKRt27YsW7aM06dPo6ioSH5+Purq6uJ9DR48mNatW6Ovr4+mpiZbtmxh4sSJnD9/Hjc3NzQ0NPD09OT3339n+vTp7N69W3jKSQEDUpR1bm6ukElJ959HjBhBQkICFhYWODg4EB0djYGBAaqqqty+fZtp06bR2NhIU1OTkE5ra2sLcmN+fj4tWrRAV1cXY2Nj4bfz4MED5s+fz9q1a0XRcODAAWFIa2FhwYsXL/j27Ru9e/emtLSUkpIStLS0uH//PmZmZpSVlQnp/ObNm+nfvz9aWloUFhZy9OhRbt26xbZt29DR0aFDhw58+vQJa2trlJSU+Pr1Kz9+/ODTp08CMJCRkcGgQYMYNWoUERERjBgxgqVLl3L+/HlatmyJv78/3bt35969eyxfvpwVK1ZQW1tLY2MjycnJzJ49m/LyciwsLASldPbs2airq1NTU4OmpiafP3/m7NmzTJgwgU+fPqGrq4u9vT3r1q3Dw8MDPT09Vq1axaRJkzA3N8fIyIiNGzfy8+dPmpubcXBwoE2bNkL63tTUxO3btxk7dqwoIm1tbSkuLkZFRUWY1o4bN+7/jMkPIKQ0/5xMpCFF8P5XIb18NDU1AaCpqSkek1LWQkJCkEgkZGZmCmfZv0ZMTIxAOUq7dOfOnUMikbB+/fq/JaCioiJCQkLo3r07CQkJQjP9xx9/iI69NG7duoVEIuHChQvMnj1bfJ8HDx5k/PjxeHp60rFjR9Et9vDwEF13U1NTnj9/zosXLwQlR6ozHzduHAcPHuTYsWN8+PCBadOmsXPnTnbu3Im7uzs+Pj5CMjBmzBju3btHixYtcHV1FS7Aq1atIiQkhP79+3P48GHatWtHQUEBCQkJbN68GScnJ/bv38+CBQsYOHCgoMMtWbKEly9fcunSJXR0dGhububw4cMCUSz1BkpKShK8f3d3dxYsWMCiRYu4efOmmEpduXIFS0tLcnJyGDhwIGVlZXz9+hVvb2/u3btHly5dMDAwwNPTE3V1dczNzXn16hUbNmwQnYnm5ma8vb2Jjo7m/PnzhISEcObMGYKCgkR3y97eHg8PD06fPs3Bgwe5c+cOtra2pKWlcfr0aa5cucKBAwfw9vZm9OhBRVa6AAAgAElEQVTRAiHq6enJx48fuXr1qvA4kBYj48aNo7m5mfz8fGbOnCkQkGFhYQwaNAg3NzdMTU3p3bs3CxcuJDc3F01NTXbt2sXRo0dxcnISh9X3798pLCzE1NQUHx8fvL29MTIyEnKT/Px8gWd/8uQJBgYGBAYGCgO3GTNm0LZtW3r16sWNGzcYO3Ys586dw8vLS8gaRo0axaNHj7h9+zY/fvzg+vXrlJSUsHnzZpqbm3FxcUFXV1cUHjt27GDIkCE4ODhw+PBhAHFwz507l+LiYuLi4hg+fDjBwcGkpaVRUVGBsbExkZGRvH37ltLSUgoKCoSWX2pE6+7ujoKCAlevXqVjx46sWbOGiIgIITnQ09MjMjJS4MJTUlIYPnw4+vr63Lp1i8uXL2NiYsKHDx+4du0aZ8+eZenSpbi5ubFlyxYmTJhAZWUlQUFBxMbGiqnW58+fGTFihPgZDhgwgMGDB7Nw4UJGjx5Nv379yM3NJTY2lkePHqGpqcndu3d5/vy52H07d+4cnz9/5vLly8yZM4d58+axdu1aWrVqRXR0NPPmzROwkHbt2lFbW8vLly+RlZUVnVxposrKyhKAimvXrgkS3aVLl6ipqRFd3tDQUDQ0NHBzc0NJSYnXr19z8+ZN3NzcyM/P5927dwwcOJCTJ09SX18vQCc6Ojo8e/YMLS0thg0bxqNHjzh8+DCVlZVYWFgwd+5c5OTk/j/P2P/bw9nZGfjPeery5cv/9uPNzc3i31J1gRRoID3z4RdkR0NDg4sXLyKRSLhy5YogtP01srKyRINtz549aGpqClPj4cOHIyMjQ0NDA+np6WRkZHDgwAEcHBzIzc0VBcquXbsIDg4Wcm/4NcGUSn2lcBOAe/fucerUKZYsWSJoV1+/fqVnz5507tyZgoICvLy8KCoq4sOHDygpKdGuXTs6deoEgLW1NePHj+fhw4dUVlbSq1cvXF1dcXV1JSQkBAcHByQSCbm5uXTv3p3Xr18jJyeHpaUlK1eu5O7du1y7do19+/ZhYGDA/fv3adWqFeXl5SxevJibN29iamrKvXv3iIyMxMjIiB8/fjB16lSioqLYtGmTmMw3NzeTlJSEjIwMiYmJAlVdUFBAy5YtaWxs5NSpU6xYsYKLFy/y8uVLMYmWehOVlZVhZGTEsWPHqKmpoU+fPvj6+qKhoUH79u05ffo0rVq1Euf8jRs3xE6tRCKhT58+vHjxgmfPnvH06VOSk5N58OABkyZNIjMzUwAYkpOTGT9+PIsWLWLDhg1iKjV37lwmTpxIWFgY5ubmSCQSzMzMOHv2LFVVVWRkZODn54eioiKTJk3i+vXrHDlyhJ8/f7J+/XoCAwOpqKgQHnhSTz5NTU309fUZMGAAnz59QlVVFTc3Nx4+fIiZmRmVlZVin1VqWhsdHU14eDjq6uoEBARgZ2fHp0+f8PDw4MePH7x584b27dszevRo0XQJDg5GWVmZTp06kZOTQ/fu3Zk+fTp9+vQhPj6eiIgIjh07ho+PD69eveLAgQNkZ2dTUVHBpk2b+PnzJ4GBgaipqfHw4UOGDBki5HhSmwvp7o+KioooDnNycjA3N+fy5csUFxdTU1ODhoYGaWlpHD16VHjiaGtrC8PawsJC+vTpg5ycHJmZmaipqRETE8Pz58+pra1l/fr1tGvXjqioKNLT04XxfL9+/VBTUyMnJ4eMjAw0NDT4/v07WVlZJCcnM2jQICwtLXF2dsba2pq6ujoePnxITk4OY8aMQVFRkaqqKszNzZGRkeHu3bsYGhpiYmKCvb09FhYWGBgY8OnTJ3Jycnj79q3wXiosLERfX5/S0lJOnz7Njx8/uHnzJra2tvj7+/Pbb7+hqKhIeno6dnZ2HD9+HEdHR5SUlDhy5AhRUVHIysoyYsQIFBUV2bdvH5mZmZSUlJCbmyvMdKuqqsjKyuLFixf/D3tvHlbj2vf/v1ZKKw0qzQNLmhRNGpAkRZmVIdsU27DN5Ba2G7mxZZ7nzMOmvQ0RbaQkqRAaiDRKRYM0aEDp94dnnd9t3/f9/T7//Z7jOe7zOByHdbWua61V17rO6/x83u/Xmy9fvqCpqUlISAgTJkxATU1NEB7lBcTDhw+zevVq8vPz6dKlCykpKTQ3Nws5YPv27Vm5ciUaGhpYW1vz8uVL7t27R1NTE/r6+vTu3RsFhf/+kuZ/fOdHT0+vtaKi4v/5vH/1OeQeHbkBEb7XYv9VovbnCq18XLp0ScgF/rrPmzdvBCFJ/rP27dvj4+PDly9fuHr1KpmZmXTv3l3sI6/cNjc3c+3aNYYNGwZ88wQdPHgQqVTKhw8fWLduHSYmJkydOhWpVIq/vz9VVVUsWbKEjIwMUUGfMWOG0NVOmTKF9+/fY21tDSA6M/Pnz0dNTY2goCDGjBnDtGnTePDgAdHR0aSkpGBvb4+NjQ1Tp07l2LFj9O/fn0WLFtHQ0CBM8dHR0ZSVlVFRUcGkSZOwsLCge/fu5OTkkJOTw4gRIwS2+eXLl1y+fJno6GhaWlpQV1cnKSkJb29v/va3v6GhoUFxcTH79u0Tx7C3tycwMJDXr18THh7O+vXrCQoKokuXLqipqaGkpCQCVTMzM3nw4AErV64kJiaGxsZGUc2SS+9SUlIYMWIEb9++xdDQkCdPnrB161bGjBnDzZs3OXjwIBs3bsTS0pLo6GgGDBjAjh07sLGxYeLEidy+fZuXL1/SoUMHZsyYQVJSEq6urgIPXFJSwrx58wgNDRVf7IyMDA4cOEB9fT1//PEHP/74o6CvREZGsmnTJoyNjVFQUGD8+PFIJBLKysrYuXMnKioqjBw5ktGjR5OQkIC+vj4DBgzAw8MDOzs7QXfp3Lkzb9++paWlBQ8PD3r06EFSUhJ9+/ZFS0uLCxcuCJRobW0tdXV1uLq6snDhQmbPns2jR4/Q1dVl7NixHDp0iKVLl4oL16BBg0hNTeX+/fsEBgYya9YsmpqaGDx4sKiIGhgYMHfuXHx8fOjZsyfwzRNgaWnJxo0bMTY2Zv/+/YwcOZJnz55x9uxZQkND8fT0xNramu3bt2Ntbc3ChQuxtbXlyZMnDB8+nICAAJKSkrC3t+f06dPMnz+fvn37EhQUJGgx3bt3FwSyPn36MH78eBQVFXn9+rWgN/r7+6OgoICHhwd3795lx44dbN68GXNzc3bt2iUqxHv27KGwsJC5c+fSrl07kpKS6NixIw8ePKC2tpb79+9TX19PUFAQHTp0IC8vD5lMxvXr1wkPD8fLywsrKysCAwPJyMjg+PHjBAYGkpCQwP379/Hz8+PIkSPU1NSwfPlyrK2tOXnyJKNGjUImk9Hc3My9e/dISEggOjoaR0dHzp07x/v37ykqKiIhIYHAwEBOnTqFmpoa1tbWzJw5E1dXVzIyMkSQnfwGbMOGDWzatAl1dXXq6+sJCQkhIiKCnJwchg4dysuXLxk3bhzx8fGsX7+e2NhY6urqOHToEEuWLBFRAiNGjMDT05Pw8HBRGbazs+Pr169ERET8p/Pzb4aBgUFrWVmZeOzk5CTy6f48/tU8lZiYSJ8+fThy5AjTp08nKysLW1tbWltbSUtLw9HR8bv9R44cSWRkJM+ePROFwfDwcGbMmCGep62tzYcPH5BIJNy4cYOJEydSXl4OIAiH1tbWtLS0cPToUTFHOjg4kJaWxvDhwykvLyc5OZnjx4/z448/At86l4mJiSgpKREfH8/atWvR1NRkwYIFuLu7Y2dnR0NDg6Bl+fj4EBERgbu7Oxs2bGDkyJG4ubkJNLWTkxPr1q0jNTWVvn37oqysLIJ6e/XqxevXr3n+/DnLly9n3bp1GBgY0LNnT5KTk7G0tOTixYskJiaye/dudHV1ef78ObW1tXz8+BFXV1d0dXUxMjKioqKC8vJyAgMDCQ0NJScnh61bt5KQkEBWVhatra0i4NvCwgIfHx+Ru5OQkCCOYWxsjIuLCxUVFSLKYtWqVejq6opOjdz7s3fvXgoLC7l27Rrz5s3j8+fPVFZW8vbtW+HJKigoYMCAAaLLkZeXR2xsLE5OTmRlZbF9+3bWr1+Pvr4+z58/x9ramjt37mBoaCi6+2/fvkVNTY3evXuTn59Pp06dePz4MZaWltTU1DB9+nR27txJS0sLKioqFBcXM27cOD5//kxWVhYLFy4UPsdVq1Zx5swZNDQ0UFBQYPjw4QwaNIidO3cSHx+PkpISdnZ2HD16lEWLFmFiYsIvv/xCly5dMDY2FtIsbW1tamtraW1txczMjI4dO1JQUIC5uTkqKiqkpaWJxYe86925c2fOnj2Lj48Pr1+/FojvxMREfHx8KC0tpaamBhsbG4qKioQ/dOLEibx69YpDhw4JjLSPjw99+/bFysoKe3t7GhoaqKurY+3atQwfPhxNTU3u3buHvb29yJsbNGgQFhYWODo6cubMGfT19bl48SKGhoYUFRVhZ2eHvb09BQUFGBsbi0XKrFmzCAoKwsbGBkVFRYyMjMjIyEAmk9GtWzf2798vQnknT54MfItskZMEc3JyCAgIEOj3UaNG8ezZM9avX8/cuXN5//49ffv2pW3bthQUFIiMpMbGRkG9kxM+KysrRRbRxYsX8fT0RFdXFycnJ96+fUtycjJOTk7k5eUJD9n48eNpbGzk6tWr6Ovr8+DBAxwcHNDW1ubr16/k5uaSl5fH7NmzMTEx4fHjx9TX11NVVUVeXh5OTk48ePAAqVQqFiEbNmwgNDQUf39/7t+/z5MnTygrK2P06NFERUWhoqLCp0+fWLFiBQcPHqSiooJu3brx7t07Zs+ezZkzZ7h16xZZWVns3LmTxMREIiIi8PX1Bb5RLb28vIiIiMDQ0JBz586JDtzBgwf/dwAPnJ2dW9XV1blz586/pL0FBweLTBD5+LMZNCcnB3Nzc7Fdvv+OHTu+C6L7V/v/+fFfnyPfbmpqSkREBL169fq370e+fceOHULOkJWVJXKIbt++jY+PD+3bt6e6uvqfPkNubq64GU1PT2fFihUkJSVRVFTE4sWLqa2tZdeuXURGRvL48WNBV1u1ahUfP35EKpViYWHBp0+fUFNT4/Lly1hZWREWFoZEIqGiokLI34yNjfH19WXEiBFIJBLmz5/PokWLGDt2LI6OjoSHhzN06FCB3e7cuTNubm6sX7+elJQUgYD29/cnKCiIwsJCbG1tSUpKwsnJibNnz3L79m2MjIzYvn07K1euZNCgQVhZWREdHc2TJ08wMDDg9u3bXLlyhbKyMqRSKYcPH+bUqVOUlJSIm/6wsDCRsRMfH8/gwYMpLCwkNDQUPz8/EhMTkUqlgrxnY2PDrVu3WLJkCXPmzKGoqIhXr17h7e2NkpISx48fx97eXnSM/Pz8yMjIQCqV8v79e549e4ZMJkNHR4eKigp27txJ3759mT9/PidPniQqKorNmzfz7Nkz+vbty5QpU1BUVKSurg5bW1vc3d2xt7cnIyODvLw8zp07h7OzM127dsXd3Z0jR45w48YNamtrefnyJeXl5axbtw4AS0tLdu/ezYULF1i8eDEvX77kjz/+4N69e4LO4+joyOzZswkICOD+/fsYGhpSV1fHkiVLOH78OA4ODoLCd+PGDezs7Jg7dy5paWncvn2bCxcuMGDAAF69eoWioiIhISHo6ekREBDA169fOXPmDBEREdTW1gp8rJw+JpcYpqen4+bmxsaNGzl//jxeXl7i4paenk5jYyNLliyhffv2PHnyhKdPn4pF3+rVqwW///3797x48YKxY8dy4MABgoKCOHDgAN27d+fixYsAjBo1ivT0dHJycli7di2//PILnz59IjExkS9fvhAfH4+6ujqRkZGMGjWKzMxMcnJyOHDgABoaGuK8379/Pz179qR79+506dKFFy9eUFdXx969e7G2tkZFRYVdu3Zx48YNevbsyZMnT0RYq52dneiKTJgwgUOHDonMH319fZKSkrCysiIyMlIYQBMSEli+fDlz5sxh0qRJQu6gpaWFlpYWZ86cISQkhE2bNjFv3jxGjBjBrl27iI2NFZRG+bVh3bp1pKSk0NLSgqGhIUpKSnh6enLhwgWmTp1KTU0NSUlJnDp1ivr6eiIjI1FRURFG0/Pnz/Py5Uvy8vLw8PAgPT2dESNGcOXKFZqamtizZw/Xrl1j/fr1ZGRk/Gfx829Gjx49Wq2srPj111//5XyxbNky9uzZ850mXf53NDU15dChQwIiIN+/sLCQ8+fPs2zZMkxMTCgpKfmneenLly/fhXP/9XXl2wcOHMiPP/5IYGAg2dnZHDt2jJs3b5KWlgZ86xbp6uqyY8cONm7cKCBBV69eZfjw4cJsPGnSJPr27cvdu3e/+wwSiYTo6GiOHj2Kh4cHxcXF+Pr6UlBQQFVVFbt37+b8+fMi2+bSpUvExcXRr18/QkNDaWpqQklJCV1dXZqbm1FWViYjIwM9PT0WLFiAvr4+cXFxPH/+nLS0NDQ1NbG2tiYoKIiuXbsSEBCAl5cXR48excTEhAkTJnDgwAHevXuHgoIC2trayGQyjhw5wq5du7C0tGTcuHECUf/+/XsMDQ0pKCjA1NSUR48e8fLlS9q3b8+oUaOIiorC1tYWPT09EXKprq5OcnIyy5cvp66uToQ9T548mZqaGrZt20anTp0Eolqer2Nra0tVVRXXr1+na9eu5Ofno6ioSEtLC4qKihgYGPDy5Uu8vb05d+4cGzZsoKysDAcHB2bOnMmECRMwNTXl+vXrQjZVWlqKoqIi9fX1vH37lg4dOqCqqkpdXR3h4eH4+fnRr18/UlJSWLRokSBtmZub07NnT4yMjHj9+rXwZRkbG1NaWiqy7zZt2iSyZJKSkpg3bx6NjY2UlZVRV1fHr7/+Kq6HY8eO5cmTJ3h7e1NWVsbz58/Jy8ujTZs2XLx4kdGjR+Ph4YGDgwP5+floaGjw6dMnLl26xKRJkxgwYADbtm3Dzc2NrKwsjI2NiYiIIDMzk9DQUJ48eULXrl0pKyujTZs2rFixAi8vLxwcHGht/RaUPW3aNNFNf/jwIaampvTq1YvHjx9jZmYm8p9u3brF1KlTsbS0JDExkY8fP1JcXExzczPe3t6oqKjw5s0b3rx5g729vQA6vXv3TnjO3r17R48ePUhISKBnz54kJCRgbGzM4cOHsbS0pF+/frx584Zdu3Zx7tw5/vjjD06fPk1qaqoIUpVKpaSnp+Po6EhpaanojikrK/Px40cRRtu5c2eMjIzQ0dERHZGVK1cyadIklJSUGD16NC9evEAmk/HmzRsR1mpkZCS6Ilu2bGHhwoWUlpZSXV2NmpoaBQUF6Ovrk56ejr29PQoKCuTl5TFw4EBGjRrF1q1baWhooFOnTqioqAilhY+PDzExMXh6egrw08uXL1m4cCHjx48XFMaxY8dSUFDA169fad++PQoKClhYWIi8yIaGBgoLC3nw4AGJiYmEh4cLT3VISAizZs0SxXdzc3NKSkro3r07GRkZNDc3M3r0aJ4/f86NGzeIjIz837P4kbeD/93FPS4uDm9v7396zl+fL38sp6u0trbyww8/4OfnR1BQkDieRCJhz549pKenC5mbfPx1gSLnmhcWFtKpUyckEgm+vr4YGBhw4sSJ7475V0rPpk2bBBDhrwsuHR0d4f9xdHQUVYnTp09TW1uLTCbD2dmZ5cuXM3HiRNq1aycSi+Ur/Pnz52NmZoaFhYWo+EdERODm5oanp6doBZuamuLr60tcXBwXL16kW7duvH79GoBZs2Zx8OBBtm/fLjCTPXv2REtLi+PHj+Pn58e7d+8IDg4mISGBjIwMJkyYwPXr19mxYwd6enrIZDJmz57Nnj172LhxI48fP+batWs4OTmJMK19+/YRHh7OjRs3GDduHE1NTaiqqjJt2jRcXFxwd3cX7zEyMlJQTr58+UJycjJDhw6ltbWVrl27kpaWJi78cqlAdXU1np6eeHl5CbrJkSNHhBdk69atXLhwgcLCQrp168aoUaNYu3YtjY2NdOnSBU9PT44cOcKgQYO4c+cOgYGBTJs2TVRFr169yr1790TGUkpKCsuXL0dRUZEePXpQXl7OyJEjkclkvH79GhsbG6qqqjA1NaWhoYGKigpxvnz8+JHJkyezePFimpubKS8v548//uD169ds27aNoKAgZs2aRXFxMR8+fODr168YGBiwdetWJk+eTHx8PO7u7oSEhCC/IXNycuLHH3/EwMCAP/74A2dnZ2JiYlixYgUzZ86ksbGRjRs3UltbS3Z2NjY2NqxYsYITJ04glUqZO3cu8E36Is+2iYyMxNbWFiMjI/bu3UtISAh2dnYUFhYSGBiIpaUlHh4eODk5cfLkSXR0dFi1ahV//PEHnTp1ws/Pj5KSEs6cOYOfn5+YpAYNGsTatWuJi4vDz89PoJ7lFWF/f3/mzJlDp06dqKmpISUlhcWLF5OZmcnevXsFSSo4OJi1a9dSW1vLmjVrMDMzIyUlBW9vb44fP05JSQmHDh3i06dPSCTfsqNKS0uRSqW4urpy9uxZdHR0CAsLIzs7m4CAAHr37k14eDhZWVnk5OSQmJhIWloaM2fOZMyYMcTFxeHq6srOnTvJz8/n+PHjHD58mOrqag4fPszJkyd58OCBaPM3NTWhrKyMm5sbrq6uvH37loCAAM6cOUNQUBBfvnwhLi6OKVOmsGXLFj58+CACKuPj4wXk4eXLl2RlZdGnTx8OHDiAhYUF6urqpKam4ujoyMiRIxk6dCgLFy5kwIAB5Ofnk5OTg5WVFT4+PjQ3N3Pp0iUMDAz46aefCAsLQ1lZmfT0dJKTk+nUqRMxMTH/Wfz8m/Hneapjx44Ct/zncebMGSZNmvTfnqeGDBnC9evXefLkCYcPH8bW1lbABwDU1dUJDQ0V/h75fh07dkQmk323QJF3dU+fPi2kb0FBQairq7Nnzx6Ki4sxMTER85C8AySRSAStUh5OWl1dzadPn9DT08PLy4srV66goaFBQECAMK0/evSIxsZGOnTogKmpKdOmTWPdunUoKytz+/ZtevXqRU1NDREREYSEhKCjo4Oenh6FhYWoq6vz+PFjZDIZFhYWrFixAicnJ7S1tbGxsSE7O5sZM2awfv167t27R0NDA8HBwfz222/Mnz8fQ0NDXr58iZmZGe3atSM5ORkbGxtqa2tZsGABkZGRlJSU4OLiQmZmJnFxcWhoaKCtrU3fvn2Jj49n5MiRFBUVCSLq58+fUVFR4e7du0yYMIHnz5/j7OzMly9faNu2LWfPnqVjx4506dKFdevWERoaKqhrZWVltLS0kJ+fT/fu3WltbcXAwIDi4mKUlZVpamqiR48elJaW0tjYiLm5OZaWlqSmplJaWsrp06f54YcfKC0tJSAggCdPnlBVVYWRkZHwDcn/Hubm5iQlJWFjY0NOTg49evRg+fLlbNq0iVOnTjFnzhxycnJ49+4dPj4+5OfnM3HiRAIDA7+DTHTo0IGqqioMDAxoaGhAS0uLz58/U1dXx4MHD4BvER5ubm54e3sL1POzZ8+orq4mICCAkydP4uHhQXV1NQ0NDbS2tqKhoUFMTAw9e/YkJycHMzMzTpw4gaWlJVOnTsXV1ZUtW7agoaHB8+fP6dSpEy9evMDX15fg4GCSkpK4desWjY2NlJeXY2BggJ+fHykpKSLIXFlZma1bt4pCqlyOqKGhwaxZszh27BhGRkZCmqmvr8/27duFzE9dXZ1BgwaRlZWFlpaWOHcePHiAra0thYWFaGpq0q1bN6Kjo8W1OiQkhMLCQu7fv0+XLl3w9fVl165dgkhWUFAgVCN3797F1NSUN2/e0L9/f6Kjo4mMjGTPnj3o6OiQn59P165dSU5Oprq6mh9++EHIY8vKyqiurkZJSQmZTMajR49QVVUVypnDhw9jZmbG+vXriYuLo6Kigry8PIqLi+nTpw+Ojo5kZ2cjk8m4c+cOlZWVHD9+XNzv3Lt3jylTplBQUCDARUlJSZibmzNnzhzhU3VwcODRo0e4ubmJRVzPnj2JiYmhoaGBIUOGMHnyZM6ePUtVVRWqqqqCAmhubk5CQgJ6enooKysLqp69vT1Tpkxh2bJldO3alcrKSsrLy9HX1xed6vT0dNTV1dm7dy9Tp05FSUmJ4uJiCgoK0NbW5vTp0/87PD8fPnwQk8K/W6h5e3sD30vS/t1CKSoqilevXonH586d+84zdPnyZdLS0tixYwdHjhz5p9eqqan57viNjY20traKhY88a0Quw1FSUhJBdceOHftu3z/7isLCwsjNzUUikaCgoEBlZSVdu3YFvi1+2rZtS3Z2Nnfu3GHu3Lk0NTWRnp6ORCJh9+7d/PTTT5w4cYKVK1cKjOmuXbvQ1tbm119/JTY2lnnz5rF69WpGjhyJv78/v//+Ozk5OQwfPpxr164xatQoEbIYExNDa2srOjo67NmzB319fR4+fCg8Q7Nnz2bkyJHs3r1bkFbevn3L/PnzWbBgAQkJCQQHB3Pnzh1UVVUpKytj8ODBuLm5cePGDYYNG8a+ffsoLy8nMzOT8+fPExwcTFZWFsnJySQnJ7N69Wrmz59Pz5498fX15cSJE4wbNw5fX19mz57N/PnzcXJy4tChQ6irq2NiYkJTUxPjxo3Dzs6OSZMmUVRUROfOnXF2dubGjRuEhYXx+vVrjhw5QllZGaqqqjg6OpKfn4+Ojg7+/v5oaGgIatvSpUspLS0lNzcXZWVltmzZgq+vr/BdtGnThr179xIfHy/MuvPnz6exsRGJREJkZCQHDx7kp59+YsyYMaSmpjJ27Fg0NTUFJcfFxYXCwkIWLFjA1q1bWbJkCWfPnuX8+fPk5uayc+dOsrOzkUql+Pn5YWdnx++//86nT58AcHZ2JioqitjYWD59+oS/v78IV/Tw8ODIkSMoKSlRUVFBr169mDx5Mi0tLVy9elUEmO7evVtogQ8dOsS2bdt4+fIl5hmKBPQAACAASURBVObmPHnyRPgF5NKHhoYGsrOzGTJkCKdPn8bLywsNDQ1aW1vR09Nj+fLluLi4MGDAADQ0NFi9ejWHDx/m3LlzfPjwQVQu1dTU+PDhA/Hx8bS0tPDmzRvu3r3LypUrGThwIMXFxWhoaLBw4UJyc3MpKSlh4sSJ7N+/n+DgYBH0uXz5ckHQkucxVFRUsHTpUqF3Pn/+vJBK6urqoqCggJubGz///DP79+/n3bt3ODo64ujoSHJyMh8+fODjx49s3bqVyMhIgX6VSCT8+uuvqKqqMmHCBBwcHESO0dq1awkPD8fY2FjQFr28vNDT0xOerPT0dJSUlGhqaiI5ORkTExMyMzMJCwvD1dWVBw8esHr1ar5+/cqhQ4eYPXs20dHRBAcHC3Jia2sr4eHhort77do1rK2tSUlJYfDgwZw7d462bduioaHBkSNHCA0Nxd7eXmRKxMbGMmrUKC5evMjz5885duwYHTt2ZMOGDcycOZO8vDwePXrElStXRNHiP+Pfj8rKSlpbW3n8+DFFRUUiiO/PY/ny5cD/fZ6S574dP36c69evY2xsjKOjIwcOHKC0tFTsd+TIEU6fPk1sbKwA8HTq1An4llOVl5f33fG/fPnC7du3xcJn165dLFmyhL1799La2ioyNuCb1zQ9PR0DAwNkMhldunShXbt21NbWsm7dOuFzc3Fx4c6dO0yYMAFA5OGUl5cTFRUlyFwlJSX07t2bwMBAPDw8+Omnnxg0aJC4Ro4dOxZVVVUePnxIdnY2EyZMYPDgwTg4OHDo0CHWrl1LdHS0IL85OjoSHBxM586dOXjwIK2trairq7No0SI0NDR4/fo1+/btIyYmhnPnzmFvb8+dO3cEka+mpobw8HAiIiLIy8vDx8eH7Oxs4aPo1q0bmzdv5sWLF3Tv3p2EhATq6uooLi5m2rRpXLhwgXfv3pGfn09+fj7Xr1+nX79+mJmZsWnTJhYuXMixY8ewsbERfkFTU1PGjx+PVCpFS0uL5uZmnJ2dMTY2xs3Njffv39OhQwfhc7l58yZVVVVERUVx4cIFYaSvrKxEXV0de3t7pFIpt2/fRk1NDV9fX6qrq6msrERRUZHbt2+Lm/aGhgYkEgnjxo3j1atXtGvXji9fvhAREcGXL19wdXVl1qxZIg6iR48eFBUV0aNHD+G9UVVVRSaTUVVVRb9+/QgICMDHx4eHDx8KtcmdO3eoqKhASUmJvXv3YmJiIrrk8vMzIyODRYsW0dzcjL29PWlpaVy4cEEs2kaPHk1dXZ1QlLS0tAjarLz7V1VVhba2NuPHj+fgwYOUlZWhq6srCg6BgYHk5OSgqKjIly9f2Lt3L7a2tuK6Ks9fVFdX5+rVq2zatImuXbuioqLCkCFDGD9+PKmpqTQ0NAgJWdu2bWloaODVq1d8/fqV6upqcnJy8PPzY/LkyVRXV4tA6YqKCqqrqwkLC2PWrFn4+PgIOmxkZCQAQUFB9OnTR4R2DxgwgNTUVJSVlXn8+DGDBw/mxYsXgm68evVqIiMjSUhIoLa2FlNTU0xNTQWM4tOnT1y7do20tDRsbW3p2LEjHh4epKam0rZtW1xdXTExMaG0tJRnz54RHR3N/fv3ad++PSkpKZSVlWFpaYm6ujrR0dEkJiZSXFxMmzZtSE5OpqCggPHjx1NaWsqIESOQyWQUFhYyePBgWltbuX//Pn379iUzM5P+/ftTUlIi7scSExOJiooSoa8GBgYUFBTQrVs3Ll26hKKiIlKplAULFhAVFYW/vz9aWlpC/eHo6MiTJ094+/YtKSkpaGlpcfPmTYYPH05lZaXAYY8dO1bYW/47439850ceciqvSB0+fJjHjx8zatQofH19aW1tFcjGfzXkn+/atWsMHTpUTAYtLS3k5eVhYWHxXTcGYNiwYcTGxopqhXxIJBLc3d1FntC2bdsEElT+c/lrSiTfMhTq6+vR0tISP/9z9we+mVjj4uIoLS0V+8u/tHKN/p07d7CxseH27du8ePGC4OBgtm3bJhKmtbS0BJ1EjiMOCwvj1q1bhIWFiZBUqVRKVlYWDg4OzJ49m507d2JhYYFUKqVHjx7k5OSgrq5Ojx49RC7Dtm3b6NevH/v37+fLly+oqKhgZmbGhw8fqKqqonv37ri4uNC7d28GDx7MtWvXuHHjBv3792fkyJFER0dz5coVTpw4QXZ2Np6ensIYLE/4fvbsGXfu3CE4OJgHDx6IL9jTp0/x8/Nj7ty5Aqn94cMHEhISaN++PYMGDeLx48ccPXqUadOmkZmZSadOnWhoaGDBggWEhoZy4cIFFixYgLKyMjNnzhSGuri4OAIDA2nTpg2qqqpoaWnh4uJCcHAwkyZNIj8/n6NHj7J582by8/P5+vUrq1evFhfI4cOHC7rfP/7xD2pra8nIyGDKlCnIZDK2bt1KcnIyo0eP5vLly2zbto3ly5czZswYYmNjUVNTY8SIETQ3N/Pzzz9z8uRJka+goKBAUVERV65cobq6mvz8fLZt24aGhgZ+fn6sXbsWBQUFjI2NsbCwoKysTHh/5KFpI0eOZM+ePbi7u9OuXTvS0tJ4+vSp6PTJZDJqa2tJSEjg1q1bwhxdXFxMVVUVJ06cYNKkSZiammJpacmUKVN4+/Yt/fv35+eff8ba2pqQkBA0NDTw8PAQgb0HDx5k5cqV9OrVi2HDhnH//n12797N9u3bhfGxT58+hIaGkpCQQFpaGsuWLWP16tWsXbsWNzc3tm7dir29vaDYtG/fnqFDh3LkyBGWLFnCwoUL+fr1K5cuXeLu3btcuXKFrKwscQ4eOHBASHRev35NWloalpaWXLp0CTMzMxYuXMjZs2dxdXXF0tISqVTK06dP2blzpwh8k2ei+Pv7ExkZyaRJk9i2bRsdOnTAz8+PkSNHEhgYSHBwMNHR0Zw8eZJNmzYRERFBu3btePfuHcOGDRNp2WVlZdy/fx9/f38mT54scNVhYWGEh4fTp08fJk2axOzZs+nWrZsIqG1sbCQiIoKpU6dSX19PRESECFU+cuQIKioqXLhwgVevXrF48WKuXbvG6tWrcXBwYP/+/SgqKvLTTz9x7Ngxzp49i52dHRoaGmRlZQlSU0FBAc3NzSQkJDB9+nT69u1Leno679+/F4RMb29vZDLZfzo//2Z06NCh9f379+LaLse8Ozk5MXnyZFpbW3F3dycpKelf7i+fD06cOMGUKVOEZ+fhw4dUVFQwcOBAlJSUvpunpk6dyosXL0hJSRH7p6am4uLi8l223caNGxkwYAAmJiYiUNTAwIBr167h7OxMSkoKnz59EnhuqVRKU1PTd/OUHMZy4sQJIY2VL9Rnz55NdnY2ixcvZtasWWzcuJF3797x+++/M3r0aHR0dOjVqxczZszA2tqa0NBQ3rx5Q3R0NOvXr+fUqVPcvHmTfv368eDBA5SUlHj79i0mJiZ4enoSGxuLnp4eSkpKgg4mlUrp2LEj9fX1mJubc/v2bSwtLbl79y7Nzc20bdtWkKfk/iKZTMbYsWOZOnUqc+bMER6aAwcOMH/+fNLS0kQgq4WFhcgauXnzJlZWVpSUlJCdnY2Pjw8FBQXU1NRgZ2fHmzdv6NatG8uWLaOuro7z58/z8eNHcnNzUVFRwdbWlqKiIuHtKi4uRkdHh8+fP4sA4dTUVLy9vVFUVMTDw4OrV6/y/v17li1bJkBBysrKtGvXDplMJnKMKisrmThxIjExMci90XKP5N69e7G3t2fdunWi+9vU1ERxcTG9e/emQ4cOxMTEkJeXR48ePUhLSxPzlZOTEy9fvkQqlWJvb09LSwuXL19m6tSpqKmpUVlZKXws6enpNDQ0sH79emJiYsRnvn79OgoKCmhqaqKrq0tdXR2mpqYUFBRQUFCApqYmjo6OwqyvrKxMcXExRUVF6Onpoa2tjba2tiC1rlmzhlGjRhEYGEh1dTX19fXs2bOHOXPmCKTz/PnziYuLY8eOHfj6+mJoaMjFixeRSqWYm5vz8eNHmpqaOHfuHDNmzMDMzIx9+/axdOlS7ty5w+jRoykuLqalpQVzc3OioqIELGbIkCEMHjyY6OhoZDIZMTExooi3YsUKVFRU2LdvHxMnTuTixYt4e3vz9etXnj59ytOnTwkJCRFSwz179vDDDz/w8OFDXF1d+fDhA2/evEFPT4+0tDSBqn748CEymQx9fX2UlJQoKioiLi6Oz58/Y21tLc4HBwcHMjIy2L9/PxMnTkRNTQ1bW1sOHDhAjx49OH78OD///DMpKSn4+/uLhZb8HH748CESiYS6ujpyc3NxdHSkZ8+eopgzcuRIEhMTMTc3Z8WKFfz444+YmJjw7Nkz1NTUhALH09OTT58+cfDgQdzc3CgvLyc4OBglJSXh+/Hx8SEzM5MhQ4YIH2+bNm0IDg5m165dQgGirKzM27dvRWdUHqCak5ODu7s7FhYWlJSU8PHjR1GItra2xtfX939H50euU3R2/vZZZs6cyeHDh4XxCfi3Cx/4PwuSv+ZUyDWH8vFnmlFUVNQ/8cLl1dA/m1gXL15MeXm50Hn/WbYQEhJC27Ztv8so+vNCSlNTE4nkW8CpPKdh3rx5bNu2jS9fvgCwdOlSysrK8PPz4969eyxatIj8/Hzs7OyYPn06a9eu5cyZM6xZs4b+/fuTmJhISEiIQHgPHDgQJycndHV12bBhA7///juhoaGCGNOmTRvWrVsnuOpyUtuzZ8+EnragoICEhARMTU2ZOXOmkNZ5e3vzww8/kJqaSlJSEhKJBG1tbYYOHcrDhw+ZPHkyq1evBuDp06cMHjyYlStXUlZWxu3btxk+fDj9+/enpqYGX19fnj17xqNHj1ixYgU1NTUcPXqUsrIy7t69K6hqd+/excXFhY0bN/Lp0yeWLl0qQt9yc3MZPXo0DQ0NrF27FisrKz5//sy7d++Ijo5GTU2NwMBAdHV1uXHjBsuWLcPW1pYffviBO3fuIJPJuH37NtHR0VRWVjJjxgx+/vlnnj17xpIlSzAyMuLQoUPMnDmTY8eO0aFDB9HZkUqluLi44O3tTXZ2NomJiSxevJi3b9/i4uLC+vXriYiIYMWKFcIkP2HCBCorKzl37hwXLlzg7t27xMfHEx0dzblz57CysiIzM5Pdu3fj6uqKn58fr169wtramh9++AEnJyeio6N5+/YtnTt3Jjg4mDVr1jB69GjU1NT49ddfcXNzw8HBAXV1ddasWSPMknp6ekilUurq6hg7dixjx47FysqKe/fu0aZNG4YMGYKFhQWvXr3i3bt3KCsrC+nMuXPnkEgkrF69GktLSwYNGoSOjo7QIbe2tlJSUsKNGzeYM2cOJ0+eRCaTcePGDUJDQ0UAnTzbqrW1lZCQEA4ePMj06dOpra3F2NhYVJTkQYLz588nMTGRZcuWkZSUxKZNm1BTUxMSEKlUSk5ODqWlpbx69Yrm5ma2bt2Km5sb5ubmKCsrM3ToUJKTk5k7dy6ampro6enx+fNn7t+/T2FhIRMmTBC/C3lVOTo6mr///e/IZDLU1dXR1tZm3LhxTJgwgbCwMGbPnk1mZia2trYsWLAAZ2dn5s+fL4zTd+7cIScnh19//RUjIyO0tLRoaWnByMiIlStXsnPnTg4ePMiYMWP49ddfsbKy4unTpzQ2Nopqa/v27QGEny4tLY2mpiZUVFTw8vLC1dVVyH4sLS355ZdfOH78OOHh4bx584b79++Tk5MjQv/y8vI4f/48Xbt2FZ1ZY2NjBg0aRFlZGZmZmQLNa2NjQ2RkJH5+fv/2Gvuf8X/mGX9/f+D/eD/lBmfg3y58/ry/PCdILnExNDRk8ODBwtfj4uICgKqqKsePHyclJeW745w9e5YbN24I2TJ88xvV1tZy8eJFIbt69+4d7u7u/Pzzz/To0QNPT0/x/KamJvF/Dw8PJBIJRkZGwnc7fPhwwsLCuHbtGvBtnrlz544ocvz+++9UVlZibGxMnz59iIqKIi4ujmHDhmFtbc39+/e5ePEiGhoawLdsIVNTU9TV1RkxYgSPHz9m6NChlJSUoKuri0QiYe3atRgbG1NYWEh9fT0dO3aktLSU2tpakV2Xk5ODlpYWffv2ZdKkSTg4ONC1a1fRWc/Pz6dNmzbiJrWwsJDjx48zZMgQ4BvAqHv37gwePJiamhpevHgh5pKGhgZsbGwIDQ0VFe+GhgZBqHv16hWfPn1i+vTpQlLk7+8v5KRGRkb84x//oKKiAmdnZz5//szw4cNZvXo1zc3NbNmyhWfPniGVSgkPD0ddXV2ghw0NDXF1dSU7O5sOHTrw4sUL5s+fz8ePH+nTpw9XrlyhtLRUFG3u3bsnKJ5y8ui8efOETErul8nNzWXAgAGcP3+eTp06MWLECFJTU/Hz80NfXx9nZ2dcXV35+PEjjx49Etlor169ElQyPT091qxZw7hx49i4cSPdunWjvLyc0NBQXFxc6NixI5mZmdTW1qKjo8OFCxe4evUqTk5OSKVSHj58SOfOnenYsSNSqZShQ4dSWVlJu3btUFVVRUlJicbGRnr06CGAQXKFTPfu3Rk0aBAVFRXU1taKXLjdu3czbdo0AK5cuYKenh7dunVDTU0NTU1N1NTUBCr5+fPn9OvXj+TkZDp06MDz58+Jiori0aNHHD9+nOLiYlxdXbl37x4DBgzg3r17uLu709TUJKRvFy9eFDIsLy8v8vLy8PX1JTc3lz/++ANlZWXCwsKor6+nbdu2lJeXs2nTJioqKvj69SsxMTF07twZHR0dgcLOzc3l3LlztGvXDg0NDVpaWsjNzeX9+/e4urrSo0cPDA0N0dHRERlWkZGRmJiYIJVKUVVVJTw8XChtBg8eTElJCYaGhpw/f56OHTty/PhxKisr0dPTIzs7m/Lycnbs2IGmpibt2rXj69evaGpqMnjwYG7fvs2yZcuE11oOgZAXGrS0tFBXVwcQgaSrVq3i/PnzKCkpYWVlRadOnfDx8SE1NRVdXV2io6NFl6mqqoqIiAgqKioIDAykpKSE8vJyZsyYITxw8tfp1q0btbW1lJaWkpeXJzxqaWlpQmX13xn/4xc/5ubmLF26lEePHv1LhOi/2vbXLAWJRPLdJAQI8o18yINB3d3d2blz53f7SiQSoaPcv3+/WMRERERw5MgRwsLC/um4mzdvFu/tzxQg+baamhp27NghKDYSiYQff/xRTDByYhnA69eviYmJ4dmzZ+zYsYO+ffsKjWdUVBSLFi3C1taWadOmoa6ujqurK62trcyaNYtVq1bxww8/EBUVRUhICPX19Vy5cgUDAwMqKiqQyWTMmjULiURCaWkpu3bt4vHjx1y6dElU2+zt7VFTUxPyikWLFvHmzRv27NnDhg0bSE9PF9KDU6dOcezYMcaOHUtmZqa4COzcuZP09HT279/P+/fviYqKEtjShw8fsnjxYgYPHoyamhqzZ89m0qRJnDx5ko4dOyKRSBg5ciRt2rRh9erVTJ8+HW1tbYYMGcKHDx/w8PBgzJgxLF68GEVFRRYtWsShQ4dYsGAB06dPJz4+XrRjVVVV+eWXXwgMDBR4zW3btpGbm0t1dTWnT5+mb9++/PLLL8TExLBkyRIOHDggsL+nT58mIyNDSM4+fPjA+PHjRdBffHw89fX1IsAwPj6enj17MnDgQAoKCvjw4QOZmZncuHGDlJQUpk6dSlpaGurq6mLidXd3p6SkhC5dulBbW8vcuXMFfn3p0qXs2LEDmUzGwYMHqa+vZ8uWLcL45+zsTHNzM15eXpiamrJ9+3ZOnz6NhYUFSUlJyGQyVFVV+fDhA69fv6a1tRU7OzuGDh2Kt7c3bm5urFixgs2bN/PgwQP69u3LwYMHgW9IeDs7O7Kyspg2bRqenp5CzyxPmJdIJPj5+WFhYUFYWBjq6ur4+vqyc+dOPD096devH87OzsyYMQMvLy88PDxYv349Bw4cYPv27eTk5AhjrtxsuWXLFmQyGW5ubuI8KysrE9kh+/btY8OGDdTU1LB7925u377N4sWLuXXrlpAMvXjxgjVr1hAbG8uJEyd4+fIl79+/5/r16xgYGNC9e3fs7OywtbXl2bNnqKqqMmTIEBYtWsSqVatYt24dGRkZBAYGsmDBAtq0aYO/vz+zZ8/m+fPn6Ovrc/XqVRYuXMi6desICAhgxIgR/O1vf6OpqQkDAwNOnz6NpqYmixYtoqmpib///e+cOXMGiUTCtGnTMDU1pa6ujr///e8cOXIETU1NZDIZ1dXVGBsb06ZNG1pbW/H29mbXrl3s27ePtWvXAt9umufNm4eZmRleXl5cvnyZ8ePHC8pXjx496NWrF66urnh4eODh4cHcuXMxMTGhrKyMkydPoqCggIODAwsWLKBLly707NmT/Px8+vbtKzxf/xn/esjDmuWZW38d/2rbX2XVHTp0EJ6e2tpa4FvOWlZWlnhOamoq8M0PtHnz5u+OLwdg2NraisICwKFDh0hMTOTGjRuiqBcfH8+nT5+EUVq+7a/vNzExkU2bNjFy5EjWrl2Ls7Mz7u7uZGdno6enh0QiIT8/H/gW5J2VlUV+fj6bNm3CwsKCOXPm4OLiQnp6OocOHcLQ0JCTJ08ilUrp3Lkzra2tBAUFMWTIEMLDw8nMzGTAgAF8/vyZefPmsWTJEj5+/MjAgQMFyau6uprY2FiKiop48uQJnp6eKCoqYmJigrKysjCc//7771RVVREXF0dAQABFRUW8e/cOqVTK1KlTuX//Ps7OziKHrby8nNjYWIqLi5k4cSIfP35kzZo1mJqaUl5eTmFhIb///jvdunWjbdu2eHp60rNnT6ZMmYKWlhZqamo4ODggkUgEWr9du3Z0796djx8/snnzZnr06MFvv/2GgoICERERTJgwgf79+3P69Gn+9re/UVxcjLW1NW3btiU6OhoXFxfs7Oz48OEDY8aMobKykoaGBlJSUgSp9Pnz5wwcOJC7d+/S2NiIkZERP/74IyUlJUJy1tDQIHw2+vr6ZGdn8/nzZ5KSkqirq+PVq1fIZDJsbGx4//49DQ0NFBcXi2JJ7969efPmDSoqKhgbG9O9e3fMzc2prq7m559/prGxkX79+onOhq+vL7GxsXTo0IGJEyfy6dMnbt68yZUrV7hw4QIymYzW1lasrKzQ0tIiJiaG5ORkVq5cybJly+jQoQNSqZSGhgaqqqpobW0Vr9u1a1fMzMy4fPkyo0ePZsuWLZibmwuPm5WVlchl6tOnD5aWlqioqNDc3Ex1dTUSiYTOnTvTrVs39PX1CQgIEECk2NhYLCwssLa2RiaTCWLc9OnTiY6O5u7du8TExFBeXo6lpSX5+fmEhYVx8OBBRo8ejba2Np07dwYQBUY7OzsePHjAnTt3iI6OprGxkTt37pCVlcWAAQMIDg6mY8eOJCQk8PbtW4YNG8bixYuF2uLjx49kZGTQvn17jI2NMTExwcjIiJKSEpSVlenevTvnz59nyJAhjBgxgpKSEg4fPoy3tzcSiQRHR0e8vLwoLS1FQ0ODJ0+e8NtvvxEYGIijoyP79+8XhGI/Pz9+/PFHVFRUiIiIoLm5mcjISGJjYzEwMODkyZN06NBBUGAnT55Mu3bt0NHR4cCBA2hqaqKgoEBr67fw9bi4OOLj40WhpKmpif79+6Onp4e1tTVPnz7F1dWVnj17UldXJ6TXMpkMS0tLNm/ejJeXF9ra2tTV1XH//n0kEgkdO3bk/Pnz6OnpERYWJrq18tia/874fy5+JBLJMYlEUi6RSJ79adsaiURSIpFI0v7r3+A//exniUSSK5FIsiUSie+ftvv917ZciUSy/L/9DkFokQFRLfqrXG/gwIFiu7+/P62trdjY2Ag98n+9B1pbW9myZct3PPA/H6ukpISFCxf+y/cRGxsLwKpVq0SbLSoqivnz54vj6+rqivwCgAULFgiT+YsXL4BvE9iePXtYtGgReXl5rFy5EviGR5WfJAC//PILra2tpKam0qVLF/z9/Xnz5g0mJiYAhISEMHbsWCFHkgMAtm7dSn5+PgUFBZw6dUqgka2trYmJiWH16tXMmzePoKAgCgoK2LBhA9u2bcPS0hJfX18uX76Mra0tZWVlWFhYsGvXLl6+fMnKlStRUlJizZo13L9/n549ezJz5kzs7e3Far9Xr14UFRXx4MEDSkpKaGpqwsbGhvnz5xMUFMT9+/cxMzPj0KFDKCsrM2DAAPr06YOXlxfZ2dn079+fpUuXCqqWs7OzaHt/+PCBCRMmkJubi5aWFgoKCkyePJnk5GTq6+vJy8tDQUGBo0eP0q5dO/bs2cOECRMElrm2thYXFxeqqqoYM2YMvXr1wszMDD09PRQUFBg2bJiY9L28vEhMTCQ1NRUHBwcMDQ3Jz89nzJgxVFVVkZaWJs6BadOm0adPH16/fs3w4cO5deuWqJguWbKErl27ChxyaWkpq1atws/PD3d3d7S1tVFXV6exsRF1dXVmzZolKmSXL1/m5MmT5OXliRwZuUb+6NGjAs3dvXt3xowZg4ODA+fOnaN///5UVFRgaGiIu7s7AQEB+Pr6ig5pS0sLxcXFBAUFcfjwYVatWiUCDGNiYnjy5Anbt29HIpFw9epV0YUJCwvjt99+EwGs5eXlfP36FSUlJVxcXOjUqROtra0C93zw4EGROdS/f38GDRrE6dOnRYjZ2bNn+emnn0hPT2fUqFFIpVJKSkqwtrZGV1eXGTNm4OPjw5QpUygqKkJVVZX6+np69+5NfX29qHL99NNP7Nq1i7/97W/4+fmxbds2njx5wsCBA1mwYAFz584lICCA6dOnk5aWxs2bN7l16xb5+floaWlx6tQpSktLefz4MSoqKowaNYrw8HCCg4OZPn06b968YeLEifTv359Tp06xZs0avnz5wtChQ1m2bBl+fn7k5ORga2vLvn37CAgIIC4uDqlUKqQkAwcOFFhxT09PoqKiGDVqlPiOq6urKZL/lQAAIABJREFUs2zZMjQ1NQkMDCQkJIQvX76goKDA77//jpaWFpWVlUgkEvbv38+yZcsYPnw4lpaWFBcX06VLF6KiokQBo3fv3mhrazNlyhR8fX15/vy5wJ5funSJcePGib9tZWUlv/32G9ra2ly9epVu3bqRkpKCjY0NcXFx1NTU/F9DpP+njP8/5yqpVPpdEczd3R1ra+t/mqcmTZoEfJtzpk2bRmtrK0OGDGH27NlUVVWJ3Jj6+nrCwsJQUFDAxsZG7APfFlrV1dWEhIQA0LZtW3F8RUVF4uPjRXf2zZs3KCgokJ6eLm4MJBIJnp6e+Pj4YGpqCnybS7y8vDh16hTXrl3DwMCAS5cusWXLFpYuXUpJSQmrVq2ivLwcf3//72A+169fFyRFHR0d3NzcuH37ttDtb926FRcXF44ePSpQ3i0tLeJ7KL9G1NTU0NLSgoGBAc+fPycyMhIvLy969erFzZs3CQgI4ObNm+jr6wtMvpGREfHx8ejr6xMbGyuKIsOGDWPYsGHk5uZiZmbG6dOn6dixIxMnTgS+SQFPnz5NQUEB1dXVgoglf73c3Fx0dXWJj49HUVERGxsbzM3NsbKyoqysjG3btjF27FjMzMwoLi5GJpMRHx9PeXk5jY2NuLm5CU+pRPIt2+7vf/87nz9/5saNGwDcunULZWVl4uLi6NmzJ9u3b8fMzIzGxkY6d+5MfX09hw4dYsOGDejo6IjKuoODg/jdW1lZsXz5cgoLCzE1NaV9+/ZUVFSIjCG5D6ZNmzYcP34cc3Nz3r9/j729Pc+fP8fS0hI7OzsGDhzIrFmzePPmDYmJidTU1DBs2DC6deuGubk5ampqAk8slUoJDg4Wnfc5c+aQlJRERUUF2dnZouvo7OxMQkICMTExGBoaYmxszMyZM1m4cCGPHj3C6v+j7r2josq+de2nJItIkJwFBBQQBAExgGBAzBFzxEhra7fZVtusbWivWdscMWAWQVRURDGhkkGRLCBIFJBc9w+6Vusv3NPjfON855w1hkModwXKYs+95nzf57WxobKyEg0NDaysrHB2dsbOzo66ujqguSFdWlpK165diYyMZP/+/aIxmJSUxOrVqwkPD8fPz4+4uDgx1Rw+fDivXr2ioqKChw8fCuS2nJwcFhYWaGlpER4ezrt370hLS+PRo0dUVVWRkZGBra0tDg4OREdHI5VKaWpq4vnz53h5eZGTk4OTkxOKiooiIL1Vq1b06NGD9u3bM2rUKEpLS1FUVKS2thZLS0v27duHpqamoHCOGTOGc+fOYW9vj7+/P5mZmezcuZOgoCB69uyJs7Mzp06dIicnh8TERNavX09RUZEAd5SXl5OZmYmCggLOzs5ERkaKSAxZI9jW1lZAmBobG+nYsaMAWRUWFgr/WadOnUhOTkZeXp6cnBxcXFyws7MjODiYjx8/YmNjQ2xsLM7OzgLUoqysTHBwMCoqKvzxxx9cunSJhoYGWrRowdOnT2nZsqXwnI8fP55jx47h6OiInp4eZWVlgihXVlbGvXv3sLCwEFNsmQoqOjqatm3b8vr1a5F55eDgwJcvX5g9ezaqqqq8ffsWIyMjPnz4gIGBAampqULS+XfX35n8nAD+leZhp1Qqdfrzz+0/T6odgDGA3Z/32S+RSOQkEokcsA/wAzoAY/889m8ta2trWrZsiZqaGvv27fsnAIK3tzd37tz5p/slJiaK0LYhQ4aI22VGT0NDw3+6T2Zmpnjsfyxcbm5u7Nq1S+CHKyoqePbsGbNmzRLGNGie1MhOaEZGRgD069ePDh068PLlS1xcXJg7dy6FhYUsXLjwu59l8ODB4rllUr1vOfzGxsYYGxsjlUpJTU1l5MiRLFq0iK1bt9K9e3eOHz+OpqYmFhYWhIWFsXv3bn7++WcRNCcjbsi0ovb29jQ2NnL37l0SExNZu3Yt165d4+bNm8LP5OHhgb6+PkOGDKFLly4EBATQt29fSkpKmDdvHtXV1dTV1bFs2TK6deuGRCJBQUGBnJwcofVUUlLizJkzHDhwADk5OQ4fPsy9e/d49+4dL168oLCwUEwGZsyYwZUrV0THc+rUqXTo0IH6+npycnLo06cP0dHRzJo1i/Xr16OtrU1ISIjofsqkSAEBAWzatIkxY8bw+fNnwbeX/ZzHjh1j8eLF3LhxA1NTUx49eiSyLbp3787KlStZuHAh7969w8LCAmieesm6M1evXiU9PR1DQ0Nu3bpFeHg4kydPJjAwkPj4eMzNzfHx8UEqlVJXV0d+fj6lpaWsWbMGU1NTkXeQnp6Ojo4OwcHBSCQSmpqa0NbWxtvbm1WrVhEeHk5hYSE1NTWoqamJdObk5GSCgoIYNGgQFy9eZPz48ejo6PD+/XsiIiKYP38+YWFhAtt94MABLC0tKSsrQ0tLi4CAAK5evUp9fT0fP35k9uzZgoozYsQIFixYgJubmzBaOzk5MXbsWD5+/EhERISYKiUlJREUFERlZSUSiYQ2bdoI2c79+/d58+YNampqXL58mfnz56Ojo0NsbCzl5eWsWLGC3377jeXLl1NUVIREIhE5O1evXmXFihViarR48WKsra1RUFDgzp07Ik1c9nm7efMmixYt4urVq7Rq1YonT56Qn59PQkICz549w9/fnwsXLiAvL09gYCDjxo2jvr6e1q1bixyf58+fk5qayqpVq9DW1sbBwQENDQ2ioqJ48+YNO3bs4OzZs7x58wZzc3Nu377Nhw8faNOmDQkJCaxevVpMCc3MzKirq+PDhw+CZuXg4EDbtm3ZvHkz7969IysrC4lEQkNDA9OmTSMkJIQ5c+agpaWFiYkJhw8f5smTJzx8+JAPHz4Ij6NUKiUvL48nT57w5csXHj9+jLW1NWVlZSxcuJDk5GSqqqpo06YNMTEx7NixQ7y3HTt25OLFi9y7d4/U1FQMDQ3FBl5DQ4Pff/+dMWPGcPr0aRQUFKioqPjfEnJ6gv/GWtWvXz+6dOlCly5dGD9+vGh2yc7tY8eOFRPhb9etW7dEaLas0deyZUuWLVtGRESEkAfLVkFBAeHh4UBzjZNNoaG5w29pacm9e/eYN2+eMB0HBwfz008/iWwugLCwMG7evMnIkSMFoMHe3p5Bgwaxf/9+hg0bxqJFi3j06JHwD8mab1OnThV1qqqqCnt7e4KCghg/frzwiGlpaZGdnc3Zs2fZs2cPFy9eZNWqVbi7uxMVFYWqqipeXl6sXLmS+/fv06dPH4qKipg7dy6KioqUl5cL786gQYOQSqUsXLiQ/Px8bt68ydy5c4mNjWXp0qUAWFpa0rp1a/bs2SMoYnZ2dlRXV+Pj40NtbS319fUMGDBAEDzl5OQoKSmhRYsWZGVloaCgQHR0NA8fPqRFixZMnjyZpKQkPn36REZGBl++fMHGxgYbGxv27t3L69evxfnxxIkTGBgY0NjYSElJCXZ2dnz48IGePXsSEBDAvHnziIuLo127drRo0QI/Pz9yc3Pp0aMHISEhQmJmZmZGUVERHz9+ZMiQIUydOpVLly4RGxuLlpYWqampwpvRrl07rl27xoULF4TxH5rDccvKynB0dOTo0aMUFRWhoaFBbGwsiYmJdO3aFW9vb0EA27FjB1FRUTQ2NhIUFERVVRU3btxAS0sLRUVFsrOzRbBpTEwMnTp1Eueibdu2MWjQIBGa3NDQgLKyMjk5Odja2pKfn8+LFy9wdHTk0KFDuLu706pVKwoLC0lJSeHcuXMkJCSgpaWFvb09Dx8+REdHh+rqalq2bMnx48eZO3eu8Pz27NkTDQ0NAgMDcXFxYfDgwZiZmQkK79q1a5k9ezalpaUsWbKE8PBwoqOjyc/P5/nz59TW1mJtbY2qqqpQ/CQmJpKVlYWysjIxMTH07t2bVq1akZOTw9evXwWie+DAgcg86DU1NaSlpfHmzRsGDBjAyZMnsbGxITg4GD09PeTl5UlMTOTRo0fCQyfztly8eJE3b96grKzM8uXLKSsr4+PHj3z48AFXV1devnyJnJwcu3fvpkuXLjQ1NaGsrExhYaGgwX369IlBgwYxf/58jIyMaNmyJUlJSWRnZ3Pnzh1mzJhBdnY22tra/PLLL2ITtXnzZq5fv05tbS2Ghoa0adNGUGVbtWol4FHa2toMHz6cgoICiouLad++PU1NTXTv3p34+Hh69uyJqqoqbdq0ITIykrS0NFJSUigqKhK5Wffv36esrIy0tDRqampITU1FT09PeGsLCgpEBEtWVhZ37twR762xsTEvX74kOTmZgoICNDQ0OHHiBO3atUNVVRV/f3/c3d2ZPn06cnJyAqDyd9d/uPmRSqWRQMl/dNyfawhwXiqV1kql0gwgDXD780+aVCpNl0qldcD5P4/9W8vGxoavX79SUVHBxIkTRWcLEAUC+H+OvB4/fvzd90lJSTg4OJCRkfFPx/7jGyiVSpk6dSpqamqEhoYKatu0adPw9/cHmik9326W7OzsePbsGS1btgT+8i7JNk4Aenp6XL9+/bvnkX0vkUhwd3cHmovU69ev2bt3L/DXRq68vJxFixbR0NCARCLh+vXrdOvWjfLycs6dO8f06dNxcXFh69atIlStsbERT09PRowYwbt370hMTERNTY2oqCicnZ1ZtmwZDg4OTJgwgZ07d5KSksLx48dJT0+nb9++REREMGvWLOHjWbt2LeHh4SxevBhfX18GDBiAVCqluLgYS0tLJk2axLRp08Q4fvPmzaSnpxMVFYW+vr4I4fr8+TPR0dEMGTKE7t27c/LkSVJSUjhy5Ag1NTWMGjUKZ2dnjhw5ws8//8wPP/yAnZ0do0aNYs2aNZw5c4aSkhKsra2ZOHEiz549Y/bs2cyePVvgK6Ojo7l27RrLly/n0qVLPHnyhK5du2JmZsazZ8+YM2cOnTt3JjMzUwACZOGQt2/fpry8nC1btnDr1i2SkpIYPnw4OTk5tG7dGl9fX3x8fAgLC0NeXl5M3lasWIFEImH06NEMGTKETp060djYiJ+fH25ubiJAV6azvnTpEoqKimzfvp2TJ09y9epVrl27JsLvvn79ir6+PmfOnOHw4cMizBPgyZMnFBUVUVJSgo+PD1u3buXw4cMMHToUb29vunbtipycHB07dqRFixYkJyczadIkPnz4QFFRERcuXBCUv5SUFHbu3ElFRQWTJ08Wm0o5OTkhk3z8+DGurq64ubkxaNAgCgsLhYxu+vTp4uJeRszp3LkzSkpKHDt2DBUVFaAZ+BEfH8/AgQOxtrbG09OT27dvk5WVhbW1NSEhIRw5coSgoCD8/f2pr6+noqKCmJgYWrduzbp161i/fr1IMK+pqUFZWZnbt2/Tpk0boqOjuXHjBrq6ujx48IDAwEDOnz+PnJwczs7O1NXVoaenR0lJiTDmpqamEhERwdixYykvLycxMZETJ06Qm5vL/PnzefPmDV27duXChQtYWVlx/fp1MjMzuXv3rkD3pqen8/vvv9OxY0dWrlxJy5Yt8fPzo7a2ltevX7Ny5Up69+5Nz549iY+Px93dHS0tLdauXcvUqVOxsLDg9u3bPHjwgBEjRjB06FCRC3b58mXk5OTo3LkzsbGxbNu2DV1dXQoLC3Fzc8PW1lbIHP/44w969OjBqVOneP/+Pffv3+fly5esWbOGhIQEduzYQY8ePVi2bBnbtm3j/v37pKens3PnTsLCwhgyZAjOzs64ubn923Pr/5T131mrGhoa0NfX5/nz50RHR9OjRw/Onz8vaskvv/zCuXPngOZN0L9b35JIAfLy8kSg4j8uiUQipkLQXD9+/fVXPDw8+OmnnwgKCgIgICCAmTNnAs2+o9jYWADq6uowNDQkODgYJSUlAFxcXIBm36tMrt2zZ0+OHz8OgLGxMTk5Od+RS2UyH1ncgUxt4eTkRG5uLl+/fqV///6CLDlv3jysrKxEiPa+ffswNTVl3LhxIpRSKpXSrl07OnfuzKdPn7h165bw9ZmamuLn58eyZcvw8PBg69at5OfnExUVRVFREXZ2dixevBgvLy8RTnn9+nUSExPFZNjR0ZEbN27w5csXdHV16dq1Kz169KC+vh5NTU1GjhwpfEStW7fGxsYGNTU1ATJwcnLCysqK+fPnk5+fz+PHj6mrqxMT8MePH9O3b198fHxYuXIlrq6uDBkyhCdPnnD8+HERBpmens6pU6fo2bOnyHuRXVD379+fly9fkpaWhqWlJW3atCE9PR1vb2/Mzc0pLi4mJyeHzMxMNm3ahJubG/Hx8VRXVxMSEkJsbCx5eXlMnz5d+CLt7Oxo3749iYmJyMnJUVRUxJ07dxgwYAB+fn64urqyYsUKzMzMaGpqEhJr2efCwcGB1q1b88MPPyAnJ4e/vz/Tp0/n9evXzJs3j8LCQpKSkkRTKTo6msmTJ4t4EYD379/z5csXqqqqsLW1xd/fn8mTJ7Nz505sbW2xsrJCTk4OExMTWrRowcaNGzly5AhFRUXCf5SYmMilS5fIz89n9uzZ1NbW0rVrVyQSCd7e3jg7O9OzZ0+mTp3K8uXLadu2LW3btsXR0VFcq5mYmODp6UlBQQGHDh1CVVVV5P8oKCgQFRWFoqIiUqkUDw8PcnNz2bVrF/r6+lhbWxMXF8fnz5/R09MjLi6OyMhInj17RufOnWlqauLr169kZWWhoqLCsGHDuHnzJgYGBkRHR1NbW4u8vDyxsbHMmzePtLQ0fvrpJ9TU1EhJScHb25vnz58jJyfHypUrxftZVVUlBgH5+fkkJyfj7u7O169f+fjxI0+ePKGkpIQ+ffqQnZ2NlZUVL1++ZO7cubx584bi4mLevn3L7NmzuXjxIp8/f2bMmDGYmJgwaNAgFBUV6dixIw0NDWRlZQkVkI2NDdu2bcPCwkLAmg4dOoSOjg7x8fEsWbKEzp0706lTJwwNDZFIJMTExAgyXG5uLv7+/rRu3ZqKigosLCwwMDBAT0+PtLQ0Jk2axOjRo5k+fTphYWEkJSWRkZHBkCFDyM3NFdCR/v37ExYWRmJiIp8/fyY8PJyEhAQ6deqEqampaFL/nfX/xfMzVyKRxP0pNdD88zYjIOebY3L/vO3f3f4frtzcXG7cuPHdbd9Ocb6VGsg2Qf9qlZaWikA3gEuXLpGdnf3dm+Xs7Ax8L4OTfS07+evr64tO08uXL7lw4cJ3sjxZsdPT0wP47vHHjh3LiBEjhGFPtqKjo797rRKJhBMnTiAvL4+DgwObN2/m5cuXaGtrI5FIUFZWRiKRYG1tzYcPH0hLS2Px4sWiGL548YI2bdrg5uYmpkeyjqOHhwfv3r1j+/btmJiYUFFRwcmTJ9HX18fT01NIEnR0dJg3b57wLezduxdLS0uh783Ly+PEiROMHDmSdevWsWDBAqZOncqxY8dwcXHB1tYWe3t71NXVKSws5MqVK1RUVDB37lxUVFRISkoiMzMTZWVlamtrxcn88+fPLFy4EHt7e7y8vBgyZAibN2/G2dmZVq1aMWbMGAYNGsTixYtZtGgRBw8e5OHDh2zbto2+ffsSHx/P3bt36du3L4sXL2bfvn0EBgbSunVrKisrUVFRoaysDE9PT0aPHk3v3r1FkKnMnyGDICxduhRvb2+BCTc1NeXcuXNs27aNT58+YW9vj4mJCYmJiYSGhqKsrExkZCTKyspMmTKFz58/i3yAhoYGPDw8MDAwIDAwkIqKCkpLSxk6dCiWlpYsWbKErVu3Clb91atX+fz5s+ieHD16lA0bNqCqqkpFRQWnTp1CXl6erl27CuBEly5dyM3N5cWLF7Rr146amhru37/PkSNHGD58OElJSezYsYOlS5ciJyeHlZUVPj4+2NraUlpaSosWLQgICEBDQ4Oqqipmz54tJIoA165do6GhASMjIyIiInj9+jWDBg1i165dXLhwgYKCAiQSCSNHjiQ0NBRTU1POnDmDp6enCI6NiorCz8+PpqYmxowZw5QpU9i8eTNDhw4VmvGcnBwCAgIYOHAg79+/p2/fvuL17tmzh8jISCGJ0dfXZ8qUKaxevZqNGzeyceNGXrx4wdKlSzE1NSUrK4tHjx4RGxtLY2MjGRkZwgcWExPD7t272bNnD6qqqmzdulXQ/6AZGfzw4UP+z//5P7x8+RI9PT0+fvzItGnTKC4u5vz583Tu3Jlhw4ZhZmZGcXEx+vr66OnpkZ6ezv79+9HR0RFZBFu3bkVRUZGmpiZsbGzIy8vDzMxMYLaXLVvGjz/+yI0bN7h79y4LFizA19cXT09PqqursbGxQSqVChmGDA18/vx5jhw5gr29PQkJCUyYMIGVK1fi7+9PSEgIy5YtE+Q4TU1NTpw4weHDh9mzZw/e3t7cvXuX27dvk5mZib+/P+vXr8fc3JzU1FQiIyO/O4/8L13/5bXq06dPHD9+XDS59PT02LVrl/j3DRs2iK9lm6B/tZ48efJdvTt8+DDFxcVC1g1/1b+cnL9epqxO7dmzBwAvLy8uXboENNPKtm3bJkKtO3bsiEQiQUVFBRsbGwAxMYDmbDfZxvrbOiULF5bhuCWS5jy8Fi1aMHDgQEJCQsjIyBAXoW5ubpiYmKCvr8+nT58oLCzk6NGjAEJG3KpVKywsLKiqqkJbW5uoqChycnKwtLSksLCQsLAwtLS0iI6OFmheGxsb8vPzOX36NGpqaixatAgnJyd8fX2ZMGECurq6XL58mfr6ekpLS4mKisLV1ZVhw4YxatQounfvzuPHj1m6dCmGhoaia15RUcGrV6+oqanhzJkzKCgokJeXR3FxMQoKCjQ0NNCmTRuqqqqorKzkwoUL/PTTT9jY2NCpUydGjhzJmjVrUFJSwtXVVZwX+/Xrx8OHD0lJSWH06NH8/vvvQrplZ2dHv379xIRPRUVFBL5+/foVa2tr3NzcsLOzE0qK8+fPU19fj7u7O8nJyQwYMIAtW7aQnJwsJm6zZ8/G39+f8vJyBgwYgJaWFh8/fiQ+Ph55eXlSU1ORl5cX78XXr1/ZtGkTUqkUCwsL1NXV8fHx4cCBA3z9+pVdu3ahq6vLxYsX2bhxI0VFRUL2Jgt4TUpKYtq0aQwfPlxIv2bMmCHO3e/evcPJyUnQYtPT09HT06O+vp7k5GRmzJjB3r17ycvLIywsjEuXLiGRSETmy6JFi6iqqkIikQioRW1tLbt37xYSRYDXr1/z+PFjNDU1WbJkCVlZWTg5OXH37l1evnxJeXk5RkZGrF27lri4OEG9s7GxYciQIbRp04Z3794JGZ27uzvdu3cnJCSETp06YWtrS1lZGSUlJXh6euLk5CSuB+Tk5NDT0+Pu3bukpqby+vVrbG1tWbBgAd26dROB2yNHjiQjI4P+/fvTpk0btm/fTnJysiDNyWi7ycnJbNiwgTNnzjBhwgSUlJQIDQ2lRYsWomFRXFxMSkoK48aNIyMjA3V1dUpLSzl69KjIZTI3N8fZ2Vl8fqdPn07r1q2Fz01NTY1jx44hJyfH7du3hb9UX1+f0tJStLW1hQT64sWLnDlzhoULF5KYmEjv3r3ZsWMHgYGB1NXVoa+vj1QqFVlFMmvF8+fPiYyMFIHNhw4dYtiwYbi5uREXF8cvv/yCqqoq9fX1qKqqMn36dJGrZWtrS2Jiothwurm5cePGDdq0aUNBQQGpqaniPPJ3139283MAsAScgHxgx3/ycf7lkkgkMyUSySuJRPJK1n0yNzcXsiaZGfTvGEtlwXMAjo6OwF+dN5ksQXafb4/9x8dUVFQU4ARZ+KiMvLNo0SLgrxyfb307cXFxTJ48mRMnTnDu3DkmTZokiqJMNiArFhKJhM2bN1NSUsLkyZO5f/8+CQkJyMvLY25uDjTraGWoaHV1da5evcqhQ4cwMjLi7NmzjBs3jvv374sAyfDwcM6cOUOPHj3YtGkTaWlp/Pbbb5SWlop8nLZt24p0bisrK9avX8/r16/ZvXs3CxYsQEtLi/T0dMaNG8f58+fp1asXLVu2FJ0UMzMz1q5dS4cOHTh69Chdu3alc+fOXLx4Ucisli5dKgz+AQEB3L59m+fPn1NcXMzWrVtRVVVl8ODBeHh4sHjxYjp37kxwcLAwY8+fP59z586RnZ3N2LFjGTt2LDY2Nri4uLBp0yZ0dHSYPHkyvr6+eHt7izCxbdu28fDhQ4FC3bhxI+Hh4Xh7e7N7926h0e3bty8dO3bE2tqahoYGdHR0KCoq4ujRoyQkJPD48WMqKiqYN28excXFLFu2jPj4eJ4+fcrOnTvp27cvT58+JScnh61bt3L06FF0dHSwtLTk6tWrbNy4UYzcU1NT8ff3JzQ0lO7du1NQUMCIESOQSCRoa2sTGBiImpoaV65cob6+npCQEIqKinBxcUFBQQFdXV2hsx83bhzBwcFA87Sxbdu2ODg4cPbsWfz9/enQoQNqamqCCjN27FimT5+OoaEhx48fp7KykidPnojxdEpKCj///DOnT5/m0KFDfP78mXbt2iGVStm0aRMABw8eZPfu3SxcuJBRo0bRo0cPTp8+jaKiIkePHhWf6bq6OuTl5SksLKSgoIApU6ZQU1ODn5+fCPm7d+8erq6uQtOvqKiIo6Oj0NWrqKiIvIipU6eyfft2QSbr3bs3Dg4OeHt7i4yNyspKVq5cKVDjRUVFREdH06lTJ0pLS4mLixMocNnvuyyfoE+fPtTX12NhYYGbm5uQG6qpqSGRSMjMzERJSYnCwkKePXuGsrIyampq2NjYoKKiwtq1a3n+/DnV1dWMGDGCW7duMWbMGBwcHGjTpg1Tp07l1q1bWFpaYmRkRG5urpCgyMvLExAQwNixY9HR0WHhwoXk5eXRp08fHj58iKqqKhEREYJ8FRERgaqqKiEhIURGRgpcqbq6Or/++isODg58/PiRuLg4Nm/ejKenJ/7+/jQ0NPD48WPs7e1p3769yIvw9PTEwMAAVVVVrK2tMTIywtPTU/ia/pfI3v7V+i+rVf9Yp3Jzc/H29kYikaDnxsAGAAAgAElEQVSnpyeANX+nTl27dk3UnkGDBgHNmxBAAHhk99mwYQNSqVR4P799TBcXFxwdHQkMDCQqKgpAZJfJcoZkG6STJ08Kb2x2djY//PADe/bs4cCBAwQGBgppXXl5OV++fGHkyJFIJBJat27Nhg0bePLkCXPnzuXFixeEhIQgJyeHtrY2+fn5DB06lClTpgCIQOzJkydjYmLCs2fP6Nq1K0uXLmXu3LmUlpaKKbetra2gqI4aNYqqqioBjdHW1iY2NpZHjx6hq6vLjRs3yMrKYtu2bSJ3S5ZlJvOsKSkpoaOjg4mJCdra2pw6dQojIyOmTZuGlZUV5n+GRMpkVgMGDCAtLY3u3bsL5Ht6ejqVlZUEBASgpKQkpj5+fn7i/jKpbp8+fXj27BklJSW4u7vTpUsXkZc0cuRIWrduTbdu3bC3t8fW1pYOHTpQWlqKv78/7969IykpCQMDA4YPH05CQgLt27fn3r17VFVVIS8vj52dHcbGxujp6dHY2IiamhpfvnwRgAMZde7MmTNUVlYycOBAbt26xfv37xk3bhz29vZ8+PCBkpISQkJCePToEZ6enujq6hITE8PNmzdJT0+noaGB/Px89u/fT3x8PO3ataO8vBwXFxdBEJWBK2JiYkT45JcvXzA3N0deXh41NTViY2PJzc3l4MGD/Pjjj8TGxmJsbIyOjg7GxsZER0ezdOlSDAwMUFFRoVWrVqSmptKlSxc8PT3R1NRk+vTpfP36lbVr15KUlER1dTV5eXn069ePTZs2ce/ePSoqKtDT00MqlTJy5Ejxubl79y7nz59n7969WFtbi83YsmXLuHPnDu3atRPKmS9fvlBWVsbhw4dpaGigY8eOYiORmJiIhYUFCQkJ7NmzRwA2KioqCAsLEySyzMxMjhw5wpgxYwSZzM7ODiMjI9q3b4+Ojg4hISHU1tYyaNAgwsLCWLlyJVVVVWKqKYNNaGlp4ezsTGZmJvn5+WzatImcnBzs7OxEg9rCwoIzZ86IQHdozhxTUFBgz549pKenixwdfX19FBUVuX79Olu3bqW2tpbOnTsTFxfHgQMHMDY2Fh6mt2/foquri6amJiUlJXz8+FHEwnh5eeHh4YGamhr9+vWjrKxM+F2VlZWFb3HYsGEsX74cBQUFYmNjeffuncgmUlFRYejQoSxfvlxgvjds2MCSJUvYt28fjY2NvH//XsAdtLS00NTUxMbGBnV1dZSUlNDX10dTUxNra2ucnJy4dOnSd17+/2j9pzY/Uqn0k1QqbZRKpU3AYZqlAgAfAZNvDjX+87Z/d/u/e/w/pFJpZxmre9euXURGRv7LiQwgDHLfLlmhkI1rv13nz58HEJ2xf3y8X3/99Z/uI8NP9+nT55/+benSpUycOFHgFWXGealUyrJlywgICCArK4t+/foJf4JUKv0Omw3NEqDly5ejqakp7g8QHx/Prl272L9/P69evcLU1JTTp0/Tpk0bNm7cSE5ODufPn2fevHmMHz9eSPnCwsJQVlZm4sSJgsoyffp0pk+fTkBAAJ8/f2bUqFG4u7ujoqLCq1evePPmDdOmTSM7O5vly5cLc+K1a9fw8PCgd+/e3L9/ny1btrBmzRpCQ0OZNGkSa9as4fLly4wdO5auXbvSq1cvMjIy2LdvH9XV1Tx69IgpU6bwww8/cPPmTZydnZk1a5ZIxlZSUiI8PJxu3bpx8OBBWrRoQZ8+fRgxYgS5ublcuXKFvn37UlZWRlJSEh8+fKCurk6Ego4YMYJHjx5x8uRJxo8fz6FDh/jw4QO1tbXk5eVhb2+PkpISe/bs4c2bN/Tp04chQ4aQn59Pr169qK6uxsHBgf3791NUVMS0adNITk4WZJrQ0FB0dXVF993FxYXi4mJmz55NeHg4oaGhQpZkbm5O//792bZtG2VlZQK52rZtW/bt28ezZ8+4deuWwM8OGzYMY2Njhg0bxsePHwkKCiIpKYkbN27Qu3dv8vPzycnJEVOoW7duiTDQ3r17s2LFCtTU1Hjy5AkZGRlYWloya9YspFIp+/btEzIMWfhYfHw8JSUlREVFUVpaKjZPXbp0YciQIejr66Orq0tOTg65ubmCMOXh4SEaAVOmTOHSpUtcvXqV7OxszM3NcXNzo0+fPvj4+BAdHY21tTVjx44lLi6OY8eOidT4GzduEBERwcmTJ4X/ZtiwYTx48IBWrVphZWUFNE9WU1JS2L17NzNmzODr16906tQJFRUVli1bhqenJ2fOnOH27dvk5eVha2vL27dvuXXrFkZGRuzatYv6+noOHDiAgYEB48aNIzMzk5MnT9KxY0dmzpxJp06daNu2LdOmTcPe3l7IbWR0yblz5zJs2DBGjhzJ8uXLhbTI2dmZoKAgEWz34cMHFBUVOX78uNhUa2trs3btWmJiYkTDZfDgwZiYmODh4YGVlRWfPn3i7t27nDlzBj09PVRUVCgoKODNmzcCGLFs2TJh7obmJo2uri5GRkYia8rW1lZQnD59+kRDQwNv3rwhNzdXfBZWr15NixYtSEtLQ11dnS1btmBiYoKNjQ27d+/GycmJBw8eoKCggJ2dHYmJiaxatQpbW9v/FcCDf7X+K2vVt3VKKpUSFBTEL7/88m/r1D+e7+GvOvWP4Xxfv34VE1eZrBWaNyL29vbAX3VK1oyTPUd6ero4RrYKCwtZsWIFgYGBLFmyBIApU6ZgaGhIYmIiK1euxMvLi5KSEiZOnIhEIkFeXh6pVMqDBw+EfBtgzpw5LFmyRDTt3rx5AzRPosLDw7l48SLXrl1DS0uLAwcOEBAQwPr16yktLSUwMFCg7YuKiigvLycuLg53d3cCAwOprq5m3rx5eHl5cezYMby8vPjy5QszZszA0tISRUVFMjIyyMrKwtPTk+LiYlasWIGvry8ZGRm8fv2adevWYWdnR1JSEv7+/gQHBxMXF8ehQ4c4d+4cr1694sCBA7Rr104gh+/fv09dXR0pKSn06NGDY8eO8fbtW8zNzQUKecaMGSgoKJCQkMCCBQtEM8Le3p7OnTtTXFxMTEwM9vb24gK9sLCQxsZGQkNDuXDhAq6urqSkpBAVFcXBgwd58OABhYWFgkRmZGSEvLw89+/fJysri61bt+Lk5ER5ebmAAZiYmBAREUFlZSVeXl7k5eXx6tUrtLW1iYuLQ01NDQMDA6A5HPPp06f4+PiQkJBAXFyckCXp6uri6OjI5s2bqa6uxtTUFAMDA3R1dbl79y7p6en8/PPPVFdXM3/+fFxcXGjTpg2urq7i/zIvL4+FCxdiZ2cnpiFbtmwhKSmJt2/fUlJSQmpqKh06dODixYu4u7vz7t07ioqK0NXVxdvbm0ePHhEREYG2tjYrV66kffv2lJSUkJOTQ1VVFampqVRXV4s6ZGVlhYuLCxoaGgwaNIjdu3dTVlYm/NojRozAyckJOTk5evTowdy5c5k/fz7FxcUsXLgQCwsL7O3tWb9+PWlpaejr67N3714BezAzMyMrK4vXr1+TnJxMVFQUcnJy+Pj44OLiwvLly8XFN0B6ejofP37k7t27eHl5ceTIERFqOmjQIDZu3Mjs2bOF0V+GiX779i2ampqEh4fT0NBAREQEGhoaeHh48PnzZ6KiojAxMeG3335j8ODB6Ojo4OnpKTzf+vr6pKenI5FI6N27Nz4+Pri6ujJw4ECkUilXr17F/E+ab69evYiJiaGwsBA5OTkeP37MxIkTqa6uplWrVgwbNoyMjAxhtXB2dkZLSwsrKyv09fWpqKgQzV41NTXhycvMzCQiIoKKigouXbpEZmam8A9mZmYSGBiIlpaWGAjo6+ujrq5OQUEBFRUVNDY2kp2dTUlJCQsWLCAzM5OhQ4cikUgoKChARUWFW7duiTiN8PBwTExMSE5ORk5OTgS3Xr58GQMDg++m4f/R+k9tfiQSicE33w4DZHSdG8AYiUSiJJFI2gLtgBfAS6CdRCJpK5FIFGk2mn6vZft/rFWrVmFiYiIKxbcFpXv37kybNu27479FgMqyMb557eJrf3//fyoSgMDHynKAvn2+5OTk74LmWrVqxW+//caZM2c4efLkPz2WpqYmqqqq/Prrr9y5c0cgAAHGjRuHRCIhJCSEqVOncvr06e9eoyxk1crKivT0dDZu3EhKSgqzZs1iwoQJDBw4kBUrVjB48GC6d+8OQEJCAuHh4UIeM2HCBExNTamoqGDHjh0iWTg+Pp5Ro0YRHByMhoYGGhoazJw5E2NjY0xNTTl58iRbtmyhpKSENm3aYGNjw7hx4zhx4gRGRkYieLRt27bY2NhQX1+PsrIyCxYsYNy4cZw9e5Zly5YRFhZGcHCw8Kmkp6eTl5dHWVkZ2dnZlJaW0tTURHh4OK9fvyY0NJT09HQBKBgxYgS9evWiZ8+eKCkpcfToUU6cOMGQIUOYOXMmc+bMwcfHB1NTU5ELExkZiZOTE/379+fgwYP8/PPPXL16leTkZJqampg5cyZjx44lNjaW+Ph4Bg8eLLTSW7ZsISwsjOTkZNHhePr0KYsXL6ahoQFnZ2cKCgoIDQ0Vhvja2lq6desmaEH9+/enT58+LFq0iEOHDhEdHY2hoSGhoaEMHz5cBEfm5+ezYsUKjhw5IgAPx48fFySVgQMHsn//ftEFnDVrFuPGjaN3797o6OiQlpZG+/btyc3N5cSJE2hqatKpUyeRqbR69WqRT3TgwAFBRwkMDOTly5eoq6tTXl7OsWPHcHBwICQkhOLiYuLj41m9ejVr165FW1tbhAOPGzcOZ2dnlJSUuHLlighvXbp0Ka9evaJ169aYmpoyY8YMevXqhbKyMr/99hufPn3C2NiYJUuW0K1bNxHs5uHhwaxZs0hLSyM6Oppz584RERGBVCrF1tZWEJceP35M165d8ff35/Hjx0JG4OXlxcePHwWl586dO+zZs4eqqip8fX2pq6vD2dlZADKCgoJwcHBgzZo1uLq68urVK4qLi1myZIkwy7Zu3Zq4uDjy8/MpLi7m8uXL/Pjjj+jp6bFu3Tratm1LdnY20EyGvHDhAt27dxdp1aqqquTm5gpz9ooVK6iqqqJDhw5CKnL69GnevXtHbm4uSUlJyMnJceLECe7cuUNYWBhpaWlC7yyRSDh//jwVFRUoKSkhlUqprq6msLCQvLw8du/eTXZ2Np6ennz48EHkFwUFBZGXl8f79+/5448/kEgkBAUF0a1bN6qqqmhoaMDa2pqSkhI2bNjAvHnzRNL76NGjefHiBZqamujp6dG6dWvMzMz+3en5f/T6/7NWBQcHi8kPfF83Ro0axeHDh787XjZJhebpzLe16Vui18yZM/Hz8wP+op3CX3Vq3Lhx4vmUlJTE9EVWp758+cKAAQOYNWsWd+7cEWG9f74/QHNjQ0lJiV9//ZUzZ84glUrZsmULgIDUnDp1innz5rFgwQIUFRVp3749ACkpKUilUvT09CgsLOTGjRsi6Hr27Nk4OjqycuVKnJ2dGTlyJEpKSuTk5JCQkCCeR2bAr66u5uDBg/zxxx9YW1uTk5ODm5sbR44cQVVVlZYtW+Lj44OWlhaBgYHMnDmTzZs38+XLF1RVVdHT08PDw4PZs2ejpaXFyZMnuXDhArq6uiLjREFBAV9fXzZt2sScOXMYMGAAcXFxvHjxAg0NDZ4+fcquXbsoLS3l69evFBcXU1lZSVNTE/Hx8WRmZrJlyxZ27NghJh27d++mQ4cO2NraIi8vz/Tp0wkMDMTZ2Zljx47h4+NDhw4dWLBgAVKplNatW/PLL79gZmaGk5MTERER9OvXj5iYGPLz82lqasLb2xt3d3dycnLIyclh1qxZ5ObmUldXx+jRo4mLixN0TJmsrH///jQ1NWFmZiY8wd26dcPExET8zmtqamJra4ujoyP29vYsXLiQiIgI0tLSBBTB1dWVpqYmOnfuTFlZGZcuXeLRo0e8fPmS3NxcIiMjUVRUZNGiRcIr2LlzZzH99PDwEKqDgoICDA0NKS0tZebMmbRq1QpTU1McHR25fPmyuAaJiIjg/v37aGpqUlhYSO/evUlPT6dly5Z8/fqVR48eYWxszJs3b6isrCQnJ0eEUH+LGZfJNuXl5Xn58iUxMTGEhoYyYMAA1q1bh4qKCj4+PvTs2ZMOHTqgoKDAuHHjKC8vR1NTU+TcpaenY2FhgaWlJVu3buXTp0+8f/+ep0+fCtWQrL6qq6vzyy+/0K5dO/bu3culS5cwMDDg7NmzQlb++fNnDAwMiIuLIzw8nJqaGhwcHGhoaBDh1rJaKGuGWlhYcODAASorKxkwYICQdbVs2ZKcnBzKy8tFuLmvry/q6upcu3YNXV1diouLASgrK+PZs2e0a9cOY2Nj5s+fj6KiokCI+/n5CQnh8uXLqaioQFlZmSdPnlBQUEBJSQl5eXnIyckxa9YsEhISiI+Pp7CwUFyntWjRQjQvZM39uro6Dhw4QFlZGRMmTKC4uBhbW1s+ffok8osCAwMpKSmhoKCAXbt2YWlpSXR0NO3ataO2tpampiYMDAz48uUL165do2/fvlhZWYlYjg8fPtCyZUvU1dVRUVFBW1v775yqgb+Hug4CogEbiUSSK5FIAoCtEokkXiKRxAHewE9/nnwTgYtAEhAG/PBn160BmAvcAZKBi38e+7fWly9fBNazV69eQDNZRSqV8uTJE86ePftd4ZB5ckpLS/8pBO4fv/+2o/np06fvMNX/6M2BZl+RjEImw1H++bPj5eWFVCrl7NmzAotdVlYmvEQA9+7dE4+ZkpLCqlWrGDBgAGVlZbx79449e/bQp08fMb4F2L59O2PHjuXw4cNi7Ce72ARYsWKFeA3SP1Hesk1fZWUlioqKousdGRnJ9evX6dSpE0eOHEEqlbJ8+XI8PDxEcOfQoUMZP348UqlU7O7Xr1+Pr68vkyZNYuLEiZw/fx4fHx/k5eWZN28eEyZMwNramp9//hmpVEr79u2Rk5OjRYsWWFtbk5mZSadOnbh48SJOTk4EBgayfv169uzZw86dO1FUVCQ8PJytW7fi4+PD+vXryc7OZsCAASLB3N/fn4sXL9K2bVtSUlIYMWIEiYmJPHv2jN69e3Pq1CmSkpIYOXKkSEHu27cvYWFhzJ8/X3hErl27xqpVq0hLS2PDhg08evQIc3Nz8Rq9vLz4/fffCQsL49atW4wfP55Tp05RXV0t8iVevnxJWVkZ27dvJyoqiufPn2NsbIyFhYXASyooKDBr1ixsbW1RUVEhOTmZxsZGDAwMkEqlrF27lsbGRurr6zl9+jQpKSns37+f5cuXI5FIMDAwwN3dHWdnZzQ1Namuruby5ctYW1uTl5dHZWUlmpqanDlzhuHDh1NeXk5RUREHDx6kR48euLm5UVNTIzTyAH5+fuzduxcjIyOkUikDBw5k69atBAcH06FDB9asWQM0ew+OHDnC/fv3ef78OTdv3uTcuXNCKqahocHbt29xdHQkJiaG8PBwcdEfFxfH9u3b2bFjB3v37qV9+/bU1NRQUFBAq1at+PnnnykoKEBdXR2pVEpoaCjz58/n2bNnaGpqsnfvXoGQNzIyIigoiB9//BFXV1cUFRWJjY3F0tKSjRs3cvHiRYGTl1HUHB0dGTRoEDY2NqI5oqGhgbe3N+vWrcPHx4eZM2fi4uLCsmXLKCsrE1SzV69eERsbi7u7O3v37mXWrFn07NkTd3d3fHx8WLt2Lbt378bMzIzo6Gj09PRQU1OjuLiYO3fu4OTkxNmzZ/ny5QshISEMHz5cXPDIAvT8/Px49OgRycnJAgEaExODg4MDqqqqXL9+HVVVVSwtLenYsaPIZDEzMxM4fUdHR+rr63n16hV//PEHTU1NrFu3DnV1dWJjY2nfvj1jxowRQbTBwcEEBARQU1Mjshfi4uJ4//49OTk5nDp1isLCQvFemJubc+7cOUaPHk1mZuZ3NMv/qeu/u1a9ePGC5cuXA39Jq/fu3YtUKiU4OJiDBw9+V09++eUXoLkmybLpdHV1gWYUs5GRkdh07ty5U2xYoqKivoP73L17VzxuQ0MDmZmZwocIzR6hrKwsMQFu3749nz9/5uDBg8J/9OzZMwYPHiweU9YogGYFwerVq5k0aRKVlZVkZmayfft2QfySyei2bNmCh4cHAQEB+Pr60rJlS65fv07Lli0pLy8XxLiamhpiY2O5efMmw4YNw8bGRhjAu3btSlFRES9evOD169eYmZnx4MEDpFIp58+fp127drRq1QqJpDlWYf/+/bx//56amhqKi4u5fv06HTt2ZP/+/SxYsIDbt2+zbt06WrRoQd++fTlw4IBoxGVlZWFoaCjqlCz7zszMjOfPn4tQxlGjRjF58mQmTJiAnJwcS5cuJSQkhE2bNjFy5EiKi4txcnLiw4cPQHPD9dmzZ8ydO5f8/HxcXFzIzc0VOPzZs2eTm5vL7t27BRzAwcGBuLg4fH19sbW1FTV+2LBhfPr0iVGjRnHq1Cm0tbUpKipi4cKF2NraEhYWRlxcHG/fvqVbt25ERUVRV1dHQkICnz9/JiMjg2fPnnH79m2BdpY1SBobG1mxYgVubm74+PhgaGiIgoIC27Zto7GxEQ0NDerq6hgxYoSIJ5gzZw67du1i8uTJXLhwgR49eqChoYGlpSXm5uaoqKhQV1fHixcvxIanpqYGVVVV5syZI+BHX758ISIiAmtra6ysrGhoaMDAwEDk8Dg6OnL37l0REt+pUyfGjBnDy5cvMTIyEr8vqampnD17lsTERD58+MDJkyfZtGmT+KypqqqSlZWFqakpmZmZQvUQGxtLTk6OCNoMDw/H0NCQ+vp6ysvLUVZWxs/Pj7KyMlq2bMmjR4+Ii4ujX79+pKWl0bJlS9Gw3bdvHxoaGkRHR3P69GksLCyQl5cnOzsbXV1d/P39ef78uQihld1mZmaGs7MzBgYGdO3aFS8vL1RVVenQoQMjRoxg06ZNHD16lE6dOjFw4ECxsaipqSE9PZ2srCwsLS25e/cuvXr1omPHjlhYWNChQweuXLnCxIkT0dbWFpN+ZWVlkRlkbm7O06dPqamp4c2bN6xdu5Z+/fohlTaHlL9+/ZqOHTuSnJws8oFkOHBjY2MUFBSIiYlBWVkZPT09TExMhF9cdh2ppqbGsmXLhNd22rRp4rpWRUWF7OxsDA0NhTR04sSJrFixgp49e9LQ0EBSUhLJyclkZ2fz6dMnoVapqKigqqoKOTk5dHR0iI6Oxt3dnaKiIpSVlf/OqRr4e7S3sVKp1EAqlSpIpVJjqVR6VCqVTpRKpQ5SqbSjVCodLJVK8785fqNUKrWUSqU2Uqk09Jvbb0ulUus//23j332BRkZGIiTL1taWe/fuAc3443/zesXf30oJ4uPjuX37tgju+1fShPXr15OTkyMSc79dsl+2rKwsunbtCjSP9b59HJkvZ9y4cfj4+ADNGQiy57C1taV3794iHA6au3fV1dXo6OhgbW3Njz/+KLxJsuLVp08fjh8/LmQGbdu2pXPnzlhbW7N79262bNnyXVG9e/eu6Ey4uLjw/v17oLkQFxYW4uPjw6pVqwQ9ztHRkdDQUAYNGkRdXR1WVlYCVSx77ZMmTSI4OJjTp09TW1tLTU0Nw4cP54cffmDKlCkYGBhw4sQJEUS3cuVKIiMjSUlJYfz48ejq6qKiosLVq1fJyckhLi6O+fPnM2/ePBoaGhg6dCirV69m6NChLFmyhOTkZDZu3IirqysBAQG4uLhgamrKzz//zO+//05QUBC//vor/v7+TJgwARUVFczNzdmwYQO//fYbjo6OREZGEhERQXBwMAUFBRQVFSEnJ8ekSZNEzsmIESPw9PTk4cOHmJiYsHHjRtTU1JgzZ46Qj2RlZeHg4CACVN3d3QkNDUVdXZ3KykrhIbl69apIvj569CgNDQ28ePGCZcuWUVBQwMSJE0lOTiYpKQmJREJKSgpv374VMqM+ffrw4sULzp8/j5+fH5cvX0ZBQQE1NTWkUqkIPJWTk8PPz48xY8aIYDNo9oDJAkdVVVXZtm2b6KhlZ2cLjfjo0aPR1NTE2NiY4uJiLCws+OGHH7C0tMTR0RFfX19cXV2FbM7S0pKBAweyaNEiNm/ejIeHBx4eHnh5eaGvr094eDgKCgrcu3cPfX19ysvLWbVqFf7+/mRnZ+Pr60tpaakwL6enp2NnZ4eGhgY2NjYYGhqSmprK4MGD6dq1K4cOHUJeXp43b95gZmaGiYkJpqamqKqq4u7uLgrWxo0biY6OJiMjg8jISAYMGCBOhn369BEXDVevXsXAwIAbN26wYMECbt26hby8PAMHDiQsLIzt27cL5G7nzp2F1vvChQuUlJQgkUjIz88nNjaW6dOnY2Zmxq1btwQQ4cmTJ9TX16Ojo8OVK1coKChAXl5ehOUlJyezd+9eOnXqhKampkjQ7tevH7W1tRw/fhxFRUVsbGzo1asXlZWVfP78mW3btpGRkcG5c+fo16+foHelpaXh4+ODp6cngYGB5OTkCHyriooKTk5OKCsrU1FRwZQpU7h9+zZPnjzhyZMnlJeXi+BJ2YZRRgx68eIF165dw9/fHyUlJbZs2UJQUBCzZ8/+Tnr1P3X9d9YqQ0ND5syZQ319Pb6+vpw7d46amhqRAfcvXqv4W6YEgGawzunTp1m9ejWnTp0SUh4zMzM+f/5MfX09V65c4eHDhwQHB4vMGGgmmMqCqIuKili7di0ADx48IDExUbxO2aRo1qxZjBkzhoKCAgHEkUql+Pr60r17d9TV1UVdWbt2rWi4yWAyso2ZDNAwduxYEfYskUgYNWoU3bp1Q19fn8OHDws5HSAuvHNzc7Gzs8Pc3FzI0UNCQjh9+jQdOnQgODhYeIfMzMwE3bChoQE9PT2ampqETFYqldKjRw9evHjB/fv3iY6O5vr167i6urJv3z4OHTqEhoYGkZGR/PDDD2hpaXHp0iVSUlLYtm0b3bp1Q6Ms0kYAACAASURBVE1NDQUFBTEVzsrK4uTJk5w6dYrGxkZcXf8ve+8ZFeW5/X9/hi5lAOkdBUEFVAQRFBAVMWLvRlGsSYzGlmg05kgssWs0ajRqLDFYg4pdsICIjd5BivTeUXr5v/A314lJzv931nrWetZ51nP2K2a4554ZZrj3de393d/PIIKCgnBycmL8+PEUFxdz/fp1evbsiZeXFz169GDFihUEBgYyd+5cIiMjmTZtGm5ubri7u6OkpMTKlSuZMWMGs2bNwtzcnPT0dFJSUnj16hW1tbW8ffsWOTk5PDw8OHLkCJs2beLAgQO4ubmRlpaGjo4Oc+fORUVFhZEjR1JeXo6pqSkVFRXCIc3X1xdra2vi4+MZPHgwzc3NaGtr4+zsTExMDIWFheTk5LBkyRLevHlDdnY2Fy5coL6+niNHjlBcXExRURHy8vKUlJSQm5uLvLw869atY/PmzeTk5PDFF1/g7u7Oq1evkJeXFw6eTU1N+Pj4CGiym5sbjo6O4nv+R+CosrIyN2/epFu3biQnJ1NRUSFsnV1dXVFVVRWAS319fUaNGoWBgQHm5uZisV9ZWYm/vz8GBgbMmzePPXv2sHfvXnr16iWuwVpaWiQlJSEvL09ycjLLli2jsbGRSZMm4erqSmBgIA4ODrx7946EhATU1dWpqKjA1NQUNTU1li1bhra2ttjMWltbs2jRIuTl5cnNzUVPTw8dHR10dHRQVlZm8uTJxMfHEx8fT3BwMJmZmVRUVJCeno6joyNSqZTMzEwB5x48eDDR0dFoaWkRExPDuXPnWLt2rXB7S0xM5Pbt2/Tu3VsUgGW4DBnncNq0aUJR4+XlxYgRI4iNjRX8sMzMTDo6OpBKpeK7Ji8vLxhMxcXF+Pv7Y2lpibq6OmpqaigrK9OvXz/a2tr49NNPUVBQwNjYGDs7O5qbm6mvr+f27dtUVlby7NkzwUiC980EWTd0zZo1VFdX09HRwZdffomSkhIWFhY4OTnR3NzMsGHD2Lt3L69fv+b169c0NTXh7e0tzDf09PTYvXs3VlZW5OTkEB0dzY8//oiCggIzZ87k+fPneHt7i3XvvxP/T9ze/l+J7t2709bWxqFDh/5iUPDnrkzv3r0/uP3kyRPx88aNGxk7diyAsOb8Y0dGIpFw5MgRADw8PBg2bNgHv5s8eTLwPqn8q4T2x5BI3ttKR0dH8/nnnwOIQbDy8vIPXr+qqqrQd8P7To9EImHjxo1IJBJOnjxJXl6e4O7IQmaR+PvvvwuJg0z/6ePj8wErKCQkhI8++oiff/6ZUaNG0adPH7FpmjhxIpmZmezZswd1dXXRspdI3gM1vb29GTt2LDY2NmJO5dSpUxgYGHDz5k1mzZqFRCLh3LlzYuD97du3dO/enX379iEvL09VVRXy8vLMnz9fDEfeu3ePMWPGEBkZyS+//EJJSQkDBw5kyZIlqKqqYm1tjYqKijCWuHjxIgEBAZw+fZq1a9cSGBjITz/9RG1tLd9++y337t3j6dOnXLp0SVSu9PT0mDdvHjY2NuTl5aGpqYm5uTn6+vpYWlqyevVqvL29cXJy4t27d/j5+VFZWYmFhQUBAQGoq6sL16DKykr8/PwIDw/H0NAQRUVFvLy86N69OwYGBlRVVaGuri6YPs3NzaKaNXToUEaNGoWVlRU7duwgNTVVWEouXryYhoYGJkyYwJs3b0S34cmTJ0RERODs7CwkH4WFhQQHB3P58mU8PT3p0aMH06dPp1u3bkRFRdHU1MSTJ08wMzNjzJgxLFy4EHd3d8zNzdHT0+PMmTM8ePCA3r17CzjfxYsXsbe3Jz8/H01NTV6+fImqqiq//PKLuCD9+uuv7Nu3j2+++QZ9fX2ysrIwMDAQ8zphYWFIpVJmz57N4MGDiYqKoq2tTRhw9O/fHy8vL+Li4khOTiYrK4uCggIWLFiAkpISZ8+epbOzEw0NDZ49e8bYsWOZN28eFhYWbNiwAVNTU6RSqXBiCggI4N27d/j7+3Pr1i1mz55NS0sLFy9epLS0lOLiYurq6lixYgU6OjqUl5czePBgSkpKuHbtmiBN37hxAzc3N06fPs2DBw9YsGABzs7OZGRkkJKSwtWrV1m/fr2QtN25c4e2tjZGjRpFfX09hw4dwsDAAHl5ec6ePYuzszPu7u5UV1eTm5tLVVWV+L8pLy/HwMCAkydP4ujoiI6ODoMHD8bY2Jjjx48TGxsr3JmmTp1KSEgIrq6uqKmpIS8vj6enJ11dXbS1tbF06VJ27dpFVlYWUVFRBAUFERoaSlFREQ8fPuTVq1fCEvXAgQPIyckJhlFdXR3KysqYmZlRUVHBnTt3sLW1JTc3l7y8PBYsWMDTp0+JiorCwcGBurq6D9zG/ht/DXV1ddrb29m3b5/YkMgWg3/OU6NHj/7g9h9nTy9fvsy8efNITk4WBbTx48eLiqaSkhI//PADANOmTRMbHHhveCKTgNfX13/wmVVXVwur4dLSUnG/zI3zzZs3Ir/cu3cPW1tbIiMjP3j9zs7OwnzBzMyMM2fOIJFIWLFiBRKJhE8++YTHjx/z22+/iefs7Oxk3rx5lJWV8ezZM968eSPmiby8vHBwcCA5OVlUchMTE3FyciIsLAwHBweMjY25ceMGEokEZ2dnSktLmTNnDioqKgwfPhxvb2/hdOng4CCA1IGBgbx69Yrw8HBhAuLq6opEIuHzzz/n8ePHovKtrq7O7du3kZOTE6/D09OTzs5O8vPzSUxMpF+/fmRkZPD48WNqa2vp0aMHJ06cQFlZGQMDAxQVFYWd+IoVK5g6dSphYWGMHz+eyMhIQkNDaWxsZPLkyaxfv56MjAxevHhBZ2cn6urqSKVSPDw8MDIyEjwWXV1dpFIpixYtwtfXl3Xr1tGjRw9aWlpwd3enoaFBsFhUVFTo6OgQTnRHjhwhLS0NLS0tMXOqpqaGpqYmDQ0NqKioiA3I48eP0dbWJjAwEBsbGxwcHDA0NGTWrFmCEyeT4TU1NTFw4EAqKio4ceIEffv2ZdOmTaSnp4vXIZNUxcTE8OLFC3r37s3KlSsZPHgwjo6OZGVl0draSmpqKjo6OvTr1w8vLy8Bt9bU1OTJkyckJydjbGxMdXW1KGrJCnaqqqpkZWWJOd47d+5QUlLC0aNH+f3339m1a5dwM5NKpZw6dYpBgwaRlpaGqqoqQ4cOxdramjdv3tDe3s6WLVtITU3F3NwcOzs7cnNzKSgoEIwbDw8P5OXlCQ8Pp6urC1VVVV6/fo2joyMeHh7o6upy8eJFunfvjqqqqoC/TpkyhebmZjw9PYmNjWXIkCG0tbUJYGltbS2NjY3MmTMHNTU16urqsLa2pra2lqioKFpbW7Gzs2P37t306tWL8PBw0R3p2bMnJSUl3L17l1evXjF58mSio6MFXDs+Ph4HBwfevn3L/PnzkUqlyMnJ8eTJE3r27ImtrS0NDQ1UVFTQ0NCAoaEhzc3N1NXVIZVKefz4MZaWlmhoaGBtbc2yZct49OgRb968EfO3Li4urF+/XqzV5OXl6dOnD11dXXR0dDBq1CiCg4N58OAB2dnZvHz5km+++Ybq6mqSk5O5fv06ysrKdOvWjbNnzyKRSMjMzKS4uJimpiYUFRXR0dGhoaGBhIQEjIyMhNxu2LBhvH79mpycHMzMzGhsbKRfv37/9jX7P37z09jYKCpCsovLH0M2pAzvW6B/DplxgEwy8MdwcHD4S4dHFrIhUhnA7NChQ+ID9ff3/+D8f05ustsKCgps2rRJLN7/LiQSidB3jxkzRsj6AMHW2Lp1KwsWLBB227LHOTo68uOPPxIVFfXBOc3NzcVmSqZBT01Nxdf3Pdw8ODiYwMBAbty4gYKCArdu3eL8+fP4+vrS3t5ORUUFmpqafPvtt5w/f54nT57wyy+/kJqaioKCAhYWFjQ0NHD37l2GDh1KV1cXGzduJC0tDSMjIyZMmMDHH3+Mubm5cJ2rrKwkPDycxYsXY2RkhEQiwcTEBEtLS/T09Bg5cqSwGN62bRunTp0iNDSUBw8eEB4eTmRkJPn5+Tg6OuLj48Px48fJycnBy8uL77//nrVr17Jt2zb69u0rAJNZWVmMHj2asrIyjh07JpxIZIDUPXv2UFhYiJWVFZ2dnZw+fZorV66gqKhIUlISsbGxVFRU8PHHHzNv3jwqKirw9/fHxcWFXbt20d7eztWrV9HT0+Pbb79FXl4eExMT5OXlaW5u5sqVK/Tt25fZs2eTkZFBamqqIDW3tbUxc+ZMdu7cyd27dykuLsbGxkZYUa5bt47o6GiuXbvGkSNHUFdXJyEhgdDQUIqLiyksLCQyMpIzZ86gr69Pc3MzGzZsYNGiRQQGBlJfX8/Dhw/ZsGEDBgYG7Ny5k6qqKnR1dVFQUCAvL0+4/QwZMgRra2sSExNFR+zy5ctcuHCB6dOnIy8vj7+/v5DFrFixgo6ODvr06cPvv/9OamoqZmZmzJw5k88//5y0tDTU1dXp0aMHfn5+tLe3o6+vT3p6uqjcWVhYfAABVlJSorW1laSkJN68eSOsSm/cuMHOnTtpbGwkNDQUZWVlfH19uX//PsOHDxfgwdjYWJ4/f46CggLTpk1j69atKCkp8c0339DU1ISqqio+Pj64u7vj4ODA4cOHefbsGUuWLGH69OlMmDCB27dvc/ToUYqLizE3N8fY2JikpCQqKipITk7G1NRUQBHr6+uxtrZm8+bNqKmp0draKqB5dXV1whHu+PHjZGdno6GhQWdnJ/369cPOzo7Xr18zceJEnj59KjgbERERdHV18emnn4rN2fXr11FVVaWzs1MspseMGUOfPn3Yt28f4eHhyMvLo62tza+//kr//v1xcXFBKpVy584dYmJiOH36NHp6eoSHh1NSUoKZmRk6Ojqoq6vT2NhIaWkp165dEwPQ69atQ1lZGVtbW/r27cuWLVswMzPjv/Gvo6WlhRUrVmBiYsLKlSv/8vsxY8aIPCVzUftjyPKUhobGX35namr6txBv+KeMW8ax27dvn5Ceenp6iuOGDBkibK2tra3Jzs4Wzqn9+/dnypQpH2AZmpqa/vL6ZMVDPz8/hg4dKjZRVlZWwHt1xLJly4SiwMzMDAMDAxYuXMgXX3whQMLwvosza9YskdP79u3L0KFDKSoqEnK66Oholi9fLgxKYmJiWL58uWClNTQ0oK6uzj/+8Q8iIyNJS0sjLCyMgoICIYmRSexk711mKqOlpSVmjXR0dOjfvz81NTU0NDSQlpbGiBEjhPGQtra2WJTLjHPg/RxXWFgYGzduJDk5mSNHjpCRkUFlZSWWlpb079+fR48eUV5eTp8+fbh+/TqBgYFcu3YNExMTTExMhFVv//79BfVeUVGRoqIiMjMzGTlypJiXkLmZPX78WDBgZJyf+vp6wSqqq6vD09MTa2trZs+eTUJCgpjxlDHOunfvjpycHG1tbUKyvWfPHkpKSigsLERJSUl0Cg4ePMjHH39MfHw8J0+exNDQUBT5Vq9eTXZ2Nl9++SV79uxBRUWFvLw8EhMTqaqqoqqqitevX7N06VI0NDRITU1l8uTJeHl5CUB6SkoKFy9eRFNTk+DgYOrr61FXV0dOTo7KykphPGBjY4OhoSF5eXm4ubkRHR0tLNBdXV3F3Ims23jmzBk6OjowNTVl1apVFBYWoqOjg5ubG6NGjaKwsBAVFRX09fVxd3envb0dTU1NCgsLcXBwEB2HXr16ifWjoqIira2tFBQUUFZWRnp6Ourq6sLUpqWlhcTERBwdHdm1axdJSUnY2dkJSHlubi5ZWVnIyckxePBgZsyYgaKiIj/99BNtbW2Cs2Nra4uZmRkLFy4kIyODbdu24erqipOTE3FxcYSGhgpTHQ8PDwoKCqivryc/Px9tbW2xkZdxAYOCgsSG94+zo3V1dWRlZfHw4UPKyspQUVGhq6sLc3NzTE1NKSkp4bvvviM9PZ0NGzbg6OhIeno68B6k29bWxvfff090dLQ4r6KiovhOr1mzhnnz5gmDAjU1NZ48eYKFhQVWVlaoqqoSFxdHTk4Ojx8/RiqVsmfPHqqrq+nevTvq6uoChyLbEGpqamJhYcGECRNEJ8rExISgoKC/Xef/q/iP3/zInCPgPXhNtrGQzaT8KxeiP29I5s2b95djfv/9dyEBgH9udGRJytramoiICAICAlixYoU4Tmb9+8eQDXkBH5gonDp1igULFrBv3z8dVr/77juWLl0qbsfHxyORSLh37x4PHz4kKSmJXbt2MXToUJycnGhtbRXdIngvL7CwsBDcIj09PZE8u7q6OHz4sNBdypLY+PHj+eKLL9iyZQve3t5s2rSJPXv20NbWxpdffsmOHTs4evQo6enprFy5UjitydzpdHR06N69Ow4ODsyaNYvW1lZ69epFz549xXBiYGAgI0aMwMDAgNu3b3Po0CG2bt1KQkIClpaWmJiYCOtrPT094Tvv5OSEhYUFfn5+PHv2DKlUio2NDRs3bkRLS4uioiL09PR49uwZkZGRvHz5ksWLF9OzZ0/Onj0rBujnzJnD0qVLCQ4OJjY2lnXr1nH//n3evXuHjY0NTk5OzJo1C1tbWyF9ANDR0RHV98ePHzNq1CgKCgq4d+8eQ4YMYdGiRVy/fp0pU6YQExNDQUEBq1evJj8/n/79+9O3b19mzJiBl5cXjx49wsHBgaamJgIDA9HR0aFXr16CY9HR0UFYWBjbt2/n2rVrxMXFUV9fz8GDB8nMzKR///6sWLECPz8/WltbWb58OTNnzhRkdVVVVT799FM+/fRTysvLOX36NNeuXSMpKYmVK1cSFBTE1atXefPmDZs3b6atrY3i4mKOHDlCQkKCWKw3NDSwf/9+TExMREIcNmwYaWlp3Lp1i7Fjx6KgoMC6desYPXo0R44cYcSIEXR1dbFq1SqePXuGl5cX586d4+nTp5ibm5OWlsaRI0eEjXptbS3nzp0TryEqKgplZWVBQL948SIxMTFYW1uzb98+7O3tCQ8PR1FRkZaWFl6+fCkWOLa2tlRVVQnL6SVLlvD06VOmTJkinJba29tRUlKiuLiY9vZ2rly5QmVlJT169ODNmzc0NjbS3NxMVFQUERERSKVS4a4XHR1NZmYm6enpbNu2jerqanbt2oWqqqqYB1JXV2fmzJmMHDmSsrIyYRjQ2dlJZWUlEydOJDs7m759++Lr64urqytdXV3cvn2bR48eMXv2bBQUFBg5ciQ9evSgq6sLHx8fjhw5gqmpKcePH6e4uJhr165x7do15s+fz5gxYzh79ix3797lxYsXSCQSioqKePr0Kbt372br1q2cPn2a9PR0WltbBaTRz89PDNHLZswkEgmtra1ERkaSmppKc3MzNTU1FBUVCWDkqFGjGD16NCUlJSxcuBCpVIqXl5eYGftv/H3o6uqKok5MTIxYIH/66aeUlJRw586dv33cn/OUh4fHX455+fLlB8wg2UZHlm+8vb1JT08nICBAYBfgvVxaVsSTKQD69+9PZmYmRkZGfPTRR6KjFBYWxvLly9m1a5d4/Hfffcfq1auB97MTsbGxaGhoEBgYSFhYGHfv3mX79u3Y2toyfvx42tvbBYYC3m/4hg0bxu3btzE3N0cqlYo8lZuby8KFC3F2dhbfy5SUFJycnBg3bhxBQUHY29tz+fJlduzYQUJCAuPGjSM4OFgUgM6cOcO2bdtEkVBBQUEQ6r/88ksOHjwo5HHLly+nrq6Obdu28fTpU8Ggi4uL4/79+1y9epW8vDz09PTQ1tZmxYoVvHv3TqAgNDQ06NmzJ3p6eri7u/P69WvU1NSEiYKqqirV1dVIpVIh3cnMzGTEiBHo6+sTHh7Otm3bsLa2xt3dnVOnThETE0Nubi7jx48nISGBlpYWDA0N6dmzJ0OGDMHY2Ji0tDROnjwJgIaGBlpaWmLovF+/flRWVhIfH4+trS0///wz0dHRuLi4CNOgX3/9lfDwcMzMzDAxMWHIkCH07duX5ORkzMzMaG1t5enTp+K9NDU1IZVK6ezsJCUlhWvXrvHVV1+Rm5tLU1OTgN9aWloyZswYVq1aJQqHQ4YMobq6Gm1tbZSVlRk1ahTe3t7U1tYSFhZGdHQ0wcHBnD59mlevXhEVFUVFRQXTp08X6oqFCxeSl5fHjBkzUFFRoampCX9/f7p3705kZCRycnL07duXwsJC1q9fL4btAwMD6d+/P/v378fOzo7k5GR8fX3JyMhg8+bNREREkJGRga6uLkVFRdy/f18U1BobG3ny5InIS9nZ2WI99/btW9GxlM2lWFhYkJqaiqKiIm1tbWRmZtLU1ES3bt0wNjamoaFBKIlGjBhBRkYGLi4u9OzZk4aGBtrb21FQUKCmpob29nZevHhBfX29wGu0tLTQ2tpKTk4O6enp4rsVGRlJdnY2JSUlFBcXc/XqVd6+fcvs2bNRUlISRVcVFRXc3NzYunUrdXV14jXJCgaDBg2irKwMMzMzBg4ciLW1NWFhYcTFxZGSksLQoUORl5fH3t5eQEz79+/P/fv30dbW5pNPPqG6ulp8hsOGDRNz3PHx8eL6UlNTw5YtW7hx4wZXr17l8ePHFBcX09bWRkdHB+rq6hw6dIhBgwYhkUjQ0tKis7OTAQMG0NHRQUZGBoWFhbS1tfH27Vuqq6uZNGkSvXr1ol+/fmzfvp2amhqOHj2KqqqqsI3/d+M/fvMji66urg8gpn9XPfvjsX8OLy+vv9z38OFDAXIrLi4WnAt4n8wyMzOZMWOGGAKXSbr+GLJ5i/b2dnGflpYWzc3NAEKGIEtKU6dO5euvv+ann34CEMOcfwx7e3vWrVvHhQsXePnyJb/++usHznOtra3CcUbmBvXHmDBhAvHx8XR1dWFnZ0d7ezvffPONsLTNzc0lLi5OvKaAgABhRd3e3o63tzdbt25lwIABmJqaYmlpibu7O3l5eTQ1NTF27Fju379PbW0tNTU1GBsbo6enx7Jly/j2228xNjbmxIkT9O7dW0iRZNXpLVu2CEbBJ598QlBQEKtXr+bRo0dERUXx9ddfM2TIECIiIoiJicHR0RGJRCLYJfX19cycOZMffvgBVVVV1qxZw9KlSyksLOTnn39m+PDhbN26FVVVVa5fvy5eW3t7O5GRkQQEBIjkdPLkSerr68nJyaG5uZmnT5/i7OzMqVOnsLOzw9jYmKKiIvr27cudO3d4/PixoGXPmTMHMzMzampq2LVrF/X19RQWFiKVSgUdOT4+niVLlpCSkkJTUxOpqakoKysTFxdHdHQ0r169Ii8vD3l5eS5fvszr169pbW2lurqawMBAVFRURJtaV1eXHj16CKZOjx49SE1N5dChQ3z++eesWbOGsWPHUlBQgJGREUOHDiU2NpaxY8diaGjIokWLePXqFRcuXEBfXx9lZWVWrVpFVVUVU6dOxdjYmISEBEpLSwkICKCrq4uZM2cSEBAgWvgy5pYM4vrdd9/R1NTEgQMH0NLSQllZWVi/fvvttyJJNjc3o6SkJGjg+vr61NfXo6amJoZMd+7cSWxsrACgymao5s6dy5w5c6ipqWHq1KnAe5csOzs7Jk2aRGNjIzY2Nri6uqKlpcWKFStoaWmhoKCAqKgoTpw4wcOHD9HU1GTUqFEMHDiQsWPHiovrqlWrOH/+vJBDtrW1ceDAAWFp+9lnn9GnTx9GjhyJjY0NKioq/PTTT0LmNGXKFFpbW4UF+8GDB7l//z5JSUkMGjSI8+fP89133+Hr68uqVauIjo4mOjqayspKHB0dSUxMZP/+/dTV1TFr1iyhTzc1NWXs2LHcvXuX0NBQLCws6N+/P11dXZw5c4b09HTevn3LmzdvcHNzo6ysDB8fH54/f05DQ4OAQP72228MHz4cPT094uLiGDduHMOHD6ewsJBr167Rv39/wsPD2b17NzU1Nbx+/Zru3buzf/9+IiIi2L59Oy0tLR/Icv8bfx86OjoUFBSwadMmFBUVAUhISBCWuH+Ov8tTM2bM+Mt9mzZt4u7du0gkEiIiInB3dxdqAVdXV0JDQ1m8eLHIUzKVguw1AUKtkJiYCLyXWnfr1o0XL16goKDA8uXLSUtLY/369WRnZ7NgwQImTpwo5jROnz4tTFbgvXTOx8eHDRs28OzZM7Zv3y7MBGTvra2tjbCwML7//nuMjIyEjE4W/v7+3Lt3j5qaGszNzUlKSuLChQssX75cQKJzc3P56quvqKmp4cqVK6SkpDBs2DDa29txcHBg5syZjBs3Dh0dHXR1denduzcVFRW0tbUxcOBA4uLiaGxs5LfffqN79+5oaGgwevRoLl68KDYSsmtQRESEqE7PmDFDLMa8vb15+fIlZ8+eJSkpiezsbE6ePImtrS1paWnk5OTQo0cPJBIJly9fFqyWIUOGcPv2bZSVlRk3bhwnT56kqqqK0NBQ7OzsmDlzJkpKSkRFRdG9e3ekUqm4Ll25coWSkhJKSkr47LPPaG5upqysjLa2NtLT07GysuLx48eYmZnRvXt3qqurhRNaSkqKmB2U8YoaGxsJDg4W7nXdunUTRZs3b97w888/k5+fT3t7O4WFhSgqKpKbmysg6hUVFcjJyfHs2TNKSkrEgvTu3bsoKioKdYm6ujqGhob06dOHiIgI9PX1KSoqYsGCBfj4+HD27FkGDhxIZWWlmPl88+aNsK4eMWIEWVlZREZGIpVKUVRU5OzZszQ0NODq6sqnn35KXl6ecKDr+h+mnAwaunr1auGMKZOlT58+ndbWVvz9/VFTU0NBQQGJRIKZmRlTp06lrq4OXV1d2traUFRUZMiQIRw7dgypVEpjYyPKyspoa2vT0dFBcHAwb968wdHRkc7OTgYNGsSrV6/w9PTkxx9/pLGxEVdXVywtLbl27RorV65k0KBBtLS0YGRkRK9evVBTU8PX15e2tjaqq6vZsWMH169fJyUlBVVVVbZu3UrPnj3FcxQXtK2McwAAIABJREFUFwtlgJqaGnp6enR0dDB//nzR/fPx8cHExAR7e3uMjY1RUlJi8eLFqKio0NnZyeDBg4UssrCwkPnz5xMfH09+fj7W1tYEBQUxffp0HB0dOXv2rPjc3759y4wZM8jLy2PevHkCeGtiYoKamppgEcXHx5OUlISuri6WlpaiQ1lUVERTUxPXrl3DxsaGmpoaBgwYQEZGhii+RURECPacpqYm58+fx8nJCXt7e7HJsrS0JDU1leDgYN69e0dJSQlqamr4+/uzZcsWrl27RltbG6Ghof/m1fr/Q5sfgD59+qCrq0tXV9cHnRD4ZyL5cyUN+Av4SCKR4O7u/oFMTlb1SElJwdjYWFS84P3GZvfu3cIJztnZWTzn9evXxXEtLS0A4sPcvn27YKPAe7mArP0oe/wfXXtWr15NVFSUkBMsX75ckHYfPHiApqYm8M9EZmdnB7znfsjo3bIqmiw5enl5IS8vzxdffMHr168xMDBg6dKllJeXi+N1dXVZvnw5P/zwA+bm5mJIXFZlP3v2LAsWLGDcuHGsXr0aNzc3Vq9ejYODgxjknD17NitXriQrKwsrKyt27tyJk5MTs2fP5saNGyxcuJBJkyaRkJDAkydP0NbWJj09HXt7e06cOIGFhQU7duwgKiqKH374gY8//pg7d+5w9OhRNm/ezKNHj0hPTycyMpKQkBAWLFhAYmIiQUFBFBcXU1paytq1a3n37h3Hjh1DV1dXkMhVVVUF3GzEiBE0Nzfj7e1NcnIy3t7ejBw5kqtXrwqSvayKc/LkSQoLC1m9ejWffPIJDQ0N6Onp4ezsLHTow4cPx8fHh5ycHAYOHCikAh0dHZSUlLBv3z6GDRtGfX0906dPR0dHh3379jFnzhwCAwN58eIFDg4OjB49moEDBxIbG8uZM2fEgKGBgYGAd1laWvLzzz/z448/ig7Tzp07xYUzJiZGWGDGx8dTXFwsOgUHDhxg7ty5REdHU1RURG5uLjNmzCArK4slS5YACItzW1tbJkyYwMSJE0lNTeXVq1fCxEIikRAaGsqTJ0+YO3cux48f58SJE0RFRZGZmYmLi4uApcqGLWVOSI2NjUyZMoX8/Hz09PQwNDSktLQUfX19cnNzSUxMxMjICFtbW8LDw8nOziY9PZ1Vq1ahoqLC69evmT9/PpmZmZw7d466ujqmTJlCaWkpurq6qKurk5ubi76+PoWFhbi5uQn3HV1dXQGPfPToEaWlpSxfvpybN29y9OhRurq6xHCubON07NgxLC0tefv2Lbt27eKLL74gKiqK0aNHI5VKkZeX5/nz51y7do0RI0YwadIknJycMDMzIy8vj/z8fH788UehVR4/fjzDhw/HwsICVVVVtLW10dTUZMyYMWRlZTFmzBgOHTpEfn4+FhYWzJ07Fz8/P+bNm4eBgQHR0dFIJBLmz5+PlZUVy5cvZ8+ePUyePJnVq1fT3NyMnJwcBw8eFPT00aNHM3HiRAoKCvjpp59wdnZm9+7dGBsbM2fOHGxtbfnss8/Q1dWlqamJ9PR0QkJCCA4OJjg4GBsbGx4+fIiBgcG/uCr/N4APDGJ8fHyEHFs2/CuL/1uekl3PZaGurs6UKVOEIgHeox3i4+M5ePAg7u7uQooG7zEHMuAzIGSqsg2zLGQboKCgINExmjRpkpBc79mzh+DgYJFDZE6bsli3bh03btwQkrs1a9aI95uYmCjyo6zgaG5ujqqqKomJiWzdulXkncTERMaNG4eWlhYBAQHY29szZswYcnJy0NLSYs2aNcJ2V7ZxGTNmDLdv30ZPT48hQ4aIa1NFRQVhYWEcOXIEJycnMaM6fvx4LCwsWL9+PX369MHDw4PTp09TWloqnD9lRaUNGzbg5eWFi4sLeXl5pKamoqamRnFxMWZmZnz22Wfo6+tz7do1Dhw4wK1btxg6dCjffPMNISEhXLlyhYCAAIqKisjIyCAhIQEvLy9yc3N5+fIlNTU11NbWMnHiRJqamggJCUEqldLU1CRsykeNGoWcnBz29va0trbi4OBAQUEB9vb22Nvb8+rVK6ysrHj79i2tra0oKSmxdOlSqqurGTt2LN7e3jQ2NqKpqYmVlZW4Ztjb2wt4tGxWRObgFhkZib+/P3Z2djQ1NeHq6oqGhgbz5s3Dw8ODiIgIMjMzMTMzY8CAAVhaWpKTk0NYWBi3bt0SVs8vXrxATk4OPT09QkJCWLhwIcnJyZibmxMcHExUVBQFBQXk5OSgoqJCVVUVubm51NTUIJFIqK6u5s6dO3h6epKTk0N1dTUVFRW4urpSWlrKyJEj6ezsRFdXlydPnmBkZMSgQYNwcXERbnoSiYQpU6aI71daWhqenp58+umnPHjwgKysLEpLS7G2tubdu3cUFRWRk5NDY2MjlpaWlJWV0dLSgouLC5WVlUilUrS0tKirqxPzcbm5uWhra4vO3PHjxykqKsLX1xdFRUWKi4sZM2YMJSUlrF69msbGRvbu3UttbS1SqRQVFRUxWlBVVcXGjRv55ptvhHOo7P8nOTmZ2tpaPvroI6KiogSvzcLCgl69elFZWUlWVhYhISFC4unn58cvv/xCdnY227Zto1u3bkgkEl6/fs3Lly+xt7fHxcWFdevWCefAyspK7ty5Q15enjDFsLe3x8DAACUlJTQ0NFBVVWX79u2UlJQwYMAA7ty5Q2VlJXp6ehw6dAgPDw8OHTqEpqamkNQOHz4cIyMjxowZw9GjR3FxcRGmWvLy8ty6dYsjR46gqalJv379GDRokHBN7dmzJ9evX0dbWxsPDw+MjY0ZNWoUUqmUlpYWioqKOHbsGFFRUURFRWFkZERycvIHSrH/LSR/V336T4revXt3ZWRk0NXVRUREhBj6hfdt/YaGBl6+fPkBe+ePP8tCdp+MiPzn4/74d5BIJAQFBSEvLy8c4/5vf6c/Ppefn98HvB4ZLPCPryM7O1vopGUygL87n+z++/fviyFZ2fF/fC9aWlriAvLH5zEyMuL69euEhYUxbNgwHj16RENDAz///DN2dnZYWVlx9uxZIiIiCA0NJS4ujqlTp7Jjxw727NnDhAkT6N27N3PnzhVOJ1u2bBEuOgoKCgwdOpSffvqJmzdvcvjwYQEUi4mJYcWKFWJxVlJSQlhYGHv37iU5ORkNDQ2CgoJYtmwZYWFhKCsro6+vz5o1azAzM+PEiRNUVVWho6ODVCrl0KFDDBs2DGVlZXr06EFSUhL19fX069eP/Px8Ojs7efbsGcePH+fQoUPIy8ujr6/Py5cvcXFxISIiAjk5OVpaWggJCWHp0qXU1dURHR2Nh4cH+vr6lJeXM378eM6dO0f37t2JiYlBKpVibGzMrFmzaGho4MWLFyQnJ6Oqqsrp06fFXEVHR4egMtvY2IiqzK5du6ipqaFnz56oqqpy+fJl5syZg4uLC8eOHRO04qqqKpSUlMjPz8fZ2ZmwsDAmTJhAZGQkFy5cwNfXFycnJ8aMGSO6G6ampuTm5jJv3jz8/PwEz0JZWZnIyEiuXLnC/PnzSU5OxtDQkGnTppGTk0NqaioNDQ24u7tjZmbGV199haKiIh999BHNzc10dnYSGhqKnp6e4GosWbJEfO9kf98XL17Qp08f7Ozs0NPT49KlS6irq4tWuZmZGfr6+piampKYmEh+fr6gYvfs2RN9fX10dXU5efIk1tbWFBQUYGFhgbq6OkVFRbx69Yr8/Hw2btxITEwMaWlpHDt2DE9PT1xcXHj37h1bt27lypUrVFRUoKamxqVLl1i/fr2wKr1y5QppaWnMnj0bMzMzZs2axfDhwykpKRHOZtbW1kImKnM+ki2Gpk2bxpo1a3j37h0hISHY2toyevRogoKCSElJYcmSJbx69Qo9PT3u37+Pnp6ecMFKT09n7969fP3110RFRbFgwQL27t2LjY0Nvr6+Amp48OBBDAwMWLduHTY2NqKjNmHCBG7cuMHs2bNJTk5GSUmJ169f4+npyYwZM8TnuWvXLgYNGsShQ4cwNzdHIpFQUFCAlZUVFRUVDBgwgKdPnzJo0CBCQkJoa2vDzs6OJ0+eYGBgQElJCe3t7Whra6Ojo8POnTvZvHmzmOHT19fHw8MDV1fXmK7/AU//Nz4MKyurrpycHN69e8e9e/eYOnWquH7PmjWLpqYmbty48W/nKVkh5M/H/TlPnTp1Cnl5eQICAqitraWgoOBvbcnr6uo+WBh89tlnHD16VJzHx8eHkJAQjIyMxDD548ePRXHu38lTFy5cEFI6VVVVWlpaUFZWFu9FVjSSwXplj3Vzc2PDhg0kJydjZ2cnmGuhoaGYmZlhaGjIhQsXBHhU1u28evUq8+bNY968eXh7ezNs2DDU1dWpqalh0aJFxMbGCieyPn36cO/ePfbs2UNgYCBr1qzhq6++Iicnh7FjxxIcHCyKX6mpqfj7+5Ofn4+KigovX77ko48+IjU1FTk5ObS0tDh8+DAWFhZ8/vnnNDQ0oKGhQbdu3QTsWlFREX19ffLz88XCuqKigq6uLtLT01m6dCm3b99GXl4eTU1NMjMzsbKyEgXZ9vZ24uPjGT16NI2NjWRlZdG3b1/BZnN2dubJkyeoqakJ1kn37t1xd3enqamJ169fk5+fj7KyMkeOHCEwMJDs7Gw6OzuFMY+xsbEojl67do23b99iaGiIkpISz58/x8PDg169enH//n0h/3379i3y8vKUl5fTq1cvUlJShEFMREQEAwcOxMrKCkdHR3755Rfa2trQ1dWlvLwcLy8vPD09iYyMRFNTE0VFRdLT03n+/DleXl4UFBQIyGdpaSmFhYU0NTWJoveZM2dQVFRkwIABtLa2is22VCpFWVkZe3t7VqxYQUFBAWZmZuzfv18s/I2NjbGwsEAqlRIZGYmKigqamprk5eUJYwldXV1yc3OprKxER0eHxsZGDA0NkUqlSKVSHjx4gJGRkVj0q6ioUF1dTWZmJpWVlUydOpWcnBwBlv7222/p1asXzc3NzJ49m8jISBoaGkR+njx5MkpKSjg6OvL8+XMKCwvx8PBAR0eH/fv3Y29vT21tLevXr2fv3r0YGRmJ/+2KigpKS0vp3bs3n3/+OV999RXjx4+npaWFhIQEjI2NxXkLCgrw9vYmKysLqVRKfHw8UqlUFEmKiorw9/fn3Llzwkk0ODgYY2NjBg4cyLt379DR0eH27dtoamoyadIkjI2NuXTpEq2trQwaNIioqCg8PDzIz89HQUGBoqIi7Ozs+Oabbxg7dizl5eXMnTsXa2tr7ty5g66uLhKJhMrKSgFRtbS0FF3NhIQEOjo6hIW2pqYmtbW1Qi6nrq7O1atXmTVrFoWFhaKQ2LdvXyZOnPhv5an/+M5Pa2sr8P5C6+Hh8cEF+MGDB7x8+fJvHydb8MpsowFhF/y/RVdXF1OnThWQN5msTAZC/GN0dHSIcw4fPpzffvvtA5bQsWPHxDm1tbUB/uKiI+P0SCQSAZiT3ZbBz/448CozPsjJyQHeD5zKKvMyaRKAp6cngwcPZv369eTk5DBv3jwGDBjA77//zscffyxYSUeOHCEkJIS1a9eSkJDAkCFDuHnzJl1dXSxbtgwXFxfx5Xdzc8PPz0+wFkJDQxkzZgwSiYQ7d+4gkUgwNTVlwYIFREVFCXZBXFwc06ZN4/79+2RnZwt/+C1bttDe3o6xsTHTp08nLy9P0KJPnTqFkZERW7du5bPPPhNDiOHh4WJwLzY2lqysLObMmUPfvn25ePEidnZ2xMXFoaCggJOTE6GhoaioqDB16lQ2bNjAhAkTSExMZPLkyezZs0dUO2SQSU9PTxoaGujRowcGBgbo6Ohw//59goKCePbsGQEBAQIiGBYWxuDBg9HS0sLDwwNra2uUlJQYOHCgWDDY2Nhw9+5dYmNjMTY25osvvuDChQtkZGQIBxcZC0NFRUUQqBsbGzEwMBBw0+zsbNasWcOaNWvo0aMHgwcPZsqUKYKFIHPuOXnyJHp6eoSGhvL7778zZcoU+vfvz5UrV/j1118ZOXIkvr6+HDx4UDiA+fr60q1bNwHQlG0mDQ0Nqa2tpauri6dPn9LV1SWqgEVFRWzatInnz5/zyy+/0KtXL5SVlSktLeWTTz4RJO9nz56hrq4uzAOGDx/O7du3qa+v56effqK6ulowozIzM8nJycHPz49Ro0aho6ODs7Mz0dHRXL9+ndOnT1NeXs6tW7dwc3Nj+/btODg4UFlZydixY/nxxx8pKSkhLy+PhQsXMn/+fPLz87ly5QohISEMHDgQNzc3DA0NOXXqFJcvX8bU1FRUYidNmsSpU6ewsbFh7dq1bNy4kUePHpGRkUFbWxvt7e3CAruhoYEDBw5gaWlJcHAwjx49Yvz48bx9+5bGxkaGDh2KiYkJLS0tODg4iGNlndzs7GxSU1OJiorio48+IigoSOjT3d3dOX36NGpqaoItZWZmxqFDhygrKyMiIoJt27axY8cOnj9/zoIFC6isrKS9vZ3o6Gg6OzvR0tKivr4eX19f7O3tuXjxIk1NTWhra1NQUICbmxtJSUmoq6tz6tQp2tvbBQA1KCiIcePGYWNjg7KyMjExMf/rdfP/zyGTPaupqQmQsSxu3Lgh7KD/HOPHj+fq1asCYgrvc8W/8/eWmWNcvXqV3Nxc4dYZHR0N/HPOB94vcGTnnD59OseOHSM4OBh4L4377LPPgPdzr7I8JVuIy/LUt99+C7zvpB8/fvyDPHXlyhVmz57NvXv3xHyYzHZbtskyMDDA2NiYf/zjHzx//pzevXvz9u1b7Ozs8Pb2ZuPGjZSVlQknq3Xr1uHh4SEkmXfv3iU+Pp5JkyaRm5tL7969iYqKoqvrPaixV69eaGhoEBUVxYoVKzh48KCofMfHx+Po6IijoyOxsbEYGBigq6srZFZv3rxhwIAB5Obm4ubmRnx8PGVlZSgpKaGpqcnly5dpb29HR0eHIUOGEBgYiJmZGe/evRNgzsuXL+Pj4yM6uzLuiaKiIjk5OZSWluLp6YmZmZmYk8zJyUFeXp6ePXuSlJSEgoKCuK4PGjSIvLw8Bg8ezPz581FXVxf21XFxcfTt25fm5mYMDQ3R0tJCQ0OD+Ph4nj9/TlpaGjNnzhQgy+TkZCG56tOnD0ZGRigoKLB27Vr69u1LZ2cnxsbGxMbG8ubNG7S1tTl58iQREREUFRVhZGRESkoKSkpKQgoms5xubW1FU1MTHx8fPD09KSsr48yZM4wfPx4DAwN69eqFq6urWDO8e/eO5ORkQkNDkUqlIocMHjwYy//hz4SFhdGvXz+cnJy4desWr1+/pri4GEdHR5SUlGhpaaG+vp7Ozk7haieDwkdFRZGdnU1xcTG6urpUVVVx6dIlMjIyePjwIUZGRigpKVFTU4OPjw/FxcXU19eTnp4uDBvq6+txcHAgOjqapqYm7t27R0NDAw4ODsjJyVFSUkJZWRmenp70799ffDZZWVmsX7+eR48ecfbsWQICArC1tSUoKEiAZ52cnFi0aJHobB05coThw4eLXCnj2Mkk0A8ePGDbtm3C+TghIQEXFxeWLVuGiYkJu3fvZtq0aSQnJ4t5146ODp4+fcrbt29pamri1q1b6OvrExUVRVJSEs7OzjQ3NwuEzOLFi2lvb8fc3Jxbt26hp6dHV1cXCQkJlJWVUVBQwPnz53F0dOTFixdcunSJ1NRUevfuzaNHj1BRUSExMZHKykp0dXXZv38/9fX1HDt2jDlz5uDn50dGRgaHDx+mvr6ejo4OwcVSU1OjsbGRrVu3Ym5uTmRkpDAQqqysxNbWlry8PFRUVFi2bBnt7e3CPOLFixc4OzsLRpXsnP9O/Md3fiwtLbvy8vLE7UuXLjFz5kxRqZdFV1cXvXr1Iisr6y/VsZ07dwrwqew+2WP+LmRVslevXjFgwACh3+7WrZswEPhjB+bPzxcVFSVal3v37mXt2rUfHLt8+XIOHz78wTnGjh0r5Gvz58//oCIYGhqKt7c369atY/fu3ezevZu7d+/Sv39/Ojs7+eijjxg7duxfKoldXV2YmZnh5OSEhoYG586d49atWwwePJjTp0+Tn5/P/PnziY6OFm4cw4cPR1VVlfb2dkaPHs2BAwcICQnBwsKCBQsWcPjwYfz8/EhOTsbLy0u0s0ePHs3ChQupra3l0aNH9OjRg+vXr7Nlyxb09fX58ssvWbFiBW5ubly6dIkNGzYwd+5cwsPDGTduHF9++SWrVq1i0aJF7Ny5k9zcXM6dO8eAAQPYvXs327dvx8bGhoyMDLS1tZk5c6YAxOnq6nLq1CkWLVoknLZsbW1pbGxEV1eXnJwcDA0NOXjwIEuWLMHV1ZWIiAjq6upoaGigtrYWU1NTbG1tefbsGaNGjSIuLg5LS0vk5OTIzc2luroaVVVVOjo6kEgk+Pr6Mm7cOFatWoVEIqGzs5NHjx6xadMm1q5dS0BAAP/4xz+wt7dn4MCBzJ49m/Lyco4fP864cePEwObmzZtRVFRESUlJVFg0NDSERaeKiorQzVZVVeHm5sZ3333H4cOH0dPT4/bt2xQWFvLs2TPOnDnD6dOn0dLS4sWLFxgbG1NZWSnMNDZv3oyWlhYhISFkZmZy8OBBlJSU2LJlC1euXMHX15ctW7YQGhqKsbExZWVljBs3jsePH/Pdd9/h6OhIXFwcW7ZsISUlhdGjR2Nubs6PP/6Ih4cHJSUlHD9+nNWrV9PR0UFrayuNjY2CVXLnzh2ePn3KkydPUFBQoKSkBCMjI2JiYmhra8Pb25uysjKsra2FEYKlpSWVlZVUV1fT0tKCgYEBxcXF3L17VywKnj9/TkVFBVlZWRw8eJATJ06IStD9+/cZM2YM1dXVnD9/nl9//ZVNmzbh4+PDsmXLWL9+PeHh4ejr6zN69GiePn1KSkoKs2bN4vr162LoVVlZmSVLlvDtt9/i5eVFV1cXlpaW1NXV0aNHD7S0tETS1NXVpVu3bpSVlfHLL7+IhaWPjw/x8fFYWVmRlpaGqakpZ8+e5fr169y8eZObN2/S2dkpZuVsbW1JTEzkxo0bDB8+HEVFRXbt2oWPjw9ubm7C6c7DwwOpVEp1dTURERH4+/szffp0/Pz8iI6OZtq0aVy4cIFJkyZRXl7OsGHDxEIhNzeXCRMm8P333zNs2DBMTExYsGCBSNqtra1IJBLu3r3LpUuX/tv5+RdhYWHRlZ+fL26fPHmSxYsXM3jw4A8KdF1dXYwYMeIvs54SiYTvv/+eNWvWCFn0v8pTnZ2dyMnJERsbi5OTEzdv3sTS0lIY7cgWbbIZvH+Vp27evMm4ceMA2LVrF/v376esrAyJREJGRgbHjh0T1XPZOebMmUN2djZz584VOARZXLp0iRkzZrBhwwZ27NjBjh07iI2NFRv+AQMGMHfu3L/kqcbGRoEB6NatG8eOHeO3334TksuKigpGjBhBdna2cHKTua51dnYya9Ys9uzZQ1xcHAYGBowYMYI7d+4wbNgw8vPzsbe35+XLl2RmZjJw4EBGjhzJu3fvSEpKwsDAgJcvX/Lxxx/j7+/PxIkTGTduHF9//TVffvklv/32G15eXqLDcfr0acaPH4+3tzdXr16lvLxcdHv8/f25cuUKJiYmFBUVoa6ujru7OwUFBYKx9vDhQyFNk3V+W1pakEqllJaWoq2tza1btxg1ahS2trakpqbS2NhIU1MTb9++RVdXFxMTE9LT04Wc2MDAAInkPUJDJhOUfUcGDhyIn58fa9euFZ9jYmIiM2fO5PTp08ycOZMLFy4I9y1PT09qa2u5f/8+Li4ulJeXM3v2bM6dO4e8vLyAbMo6XXV1dXTr1g0lJSWqqqpobW2loaEBW1tbLl68yCeffIJUKiUmJoaqqirS0tJYuXIlDx8+RF1dnfT0dHR0dEQBOSoqShRX4+PjKSoqYsmSJSgoKHDp0iXWrVvH1q1b+fjjj0lISKB79+7U1tbi7OxMUlKSmK+UwW3z8/MZMGCAyJV9+/alurqakJAQJkyYIGbTWlpaROE4ICCAtLQ0kpOTkZeXp6amBm1tbbKzs2lvbxfOfMbGxmRlZYnueH19vZAjamlpCXi1jY0Nw4cPJyMjg/r6ekpKSli8eDEhISGoq6sLxzMnJycaGhqIiIhgxYoVnD9/noEDB/Lzzz8zdepUkpOTkUqlODk5kZKSQkFBgeBadXZ20tzcjKKiIj4+PgQGBgoZrb6+Po2Njejr66OmpkZ5ebmQRiopKVFXVyeK2LL/U5nBg8wh7/Hjx1y8eJGTJ0+KgoOJiQltbW2YmJiQl5fHq1ev/g975xlW5Zm17XOzaQIiSu9NqlKUbgVFxYLYe409ajSWsWUwEaMxRk00JmNGVMaOBmtsCFhBQJGmAtKl916k7O+H375fncl7fPNzju+Y9Qths9m68bmftdZ1nRdOTk5IpVL27NkjPKzl5eW0trbi6OiImpoajY2NvH79mhEjRrBhwwZmzpxJdna28Hp7eXlRX19Pv379aG9vRyaTUVlZiYeHB5cuXaJ///5oa2vz+eef8/XXX2NkZERnZycSiYSkpCSOHz/+/8fm55/pDfIJ2ceNjzzk7O3btygoKPyLlGDr1q0MGTLkk88ZGhr+y8/avn27oE4AeHh4iMZn6NChAmIgf345BvOf68CBA0KysHnzZuzt7cX3rFu3jhMnTlBbWysOIyUlJf744w9KS0tF4/PxQeXv749MJhNZQ6mpqcTExODq6sqpU6fYvHkz8CEF+ePq2bMnCxcu5OrVqwJzDR/ocG5ubhw/fhwPDw+qqqr46aefuHHjBgUFBVRVVVFQUIBEIhGTjvv374sU5AsXLuDg4ICbmxsKCgoEBQWhqanJwYMHGTduHNeuXSMwMBALCwuSkpIIDg4mPj6evXv3cvToUQoKChgwYADz589n1KhRREdHExERwaNHj7h8+TL+/v4UFRUhk8kYMmQIoaGheHp6kpQAadwwAAAgAElEQVSUxPbt2+ns7BSvpaysjKdPn2JqakpJSQmhoaE0NzfT2NhIUVERERERuLm5UV5ezo0bNzh79qzAySooKGBra8vo0aNF05SVlUVcXJzIAlJQUMDGxkYEzxUXF9PY2EhhYSESiQQDAwN69OiBuro68+fPp6SkhJkzZ9KzZ0+Kioo4ffo0SUlJnD17lv379zNs2DD09fUJCwtjzZo1FBQU0N3dTVZWFtra2igrK6OsrMzt27fFjfj79++xsrKirq6O/Px8QkJCqKiooKOjg7y8PAICAti2bRtXrlwhPz+fzs5O1q5di7e3N5s2bWLkyJFiE2djY4OJiQmrV6/m0aNHQhapq6vLrVu3+OOPP+jfvz8GBgYMGDBApGzLb4jWr1+Po6Mjtra2HDp0iG3btuHn50d5eTnZ2dn89a9/xc/PDwMDA2bMmCEa7xkzZvDLL7/w4MEDbty4Qa9evQTgIjAwkO7ubrKzs+nq6uLly5e8fv2ao0ePoqamxuLFi7G0tERRUZGsrCyKioowNTVFVVWV7777jszMTLy9vXFxcWHcuHHEx8dz//598vPzKS4uJjIykpMnTzJlyhQ2bNggMpRcXFy4efMm33//PYGBgaSlpeHp6cm0adN4/fo1ISEhTJs2jRUrVpCSksLt27fx9fXF3Nyc2bNnY21tzbNnzygsLOTx48cEBgZiY2NDV1cXUqmU6OhoRo0aJQICvby8sLe3JyoqiuTkZCZPniywvnLJj1wOK09tT0tL45tvvkFFRYWWlhYkEglz5sxBV1cXZ2dnevToQVlZGbm5uRgaGuLk5ERUVJQIlLtz5w67d+8mODgYX19fDA0NRQaSgoICfn5+mJqa4uDggKqqKqWlpcTGxuLj40N0dDQlJSU8fPhQSPn+W39eTU1N2Nraij+7ubkBfNL4yCVk0dHRn5wJ8tqxYwezZ8/+5HPe3t7/8rOCg4ORSCS4ublhZ2fHhAkTROMzZcoU0tPTReMDiMf+c127dk1Q6EJCQnB2dkZTUxP4sLWJiorixYsX4izq168fZ8+eJS4uTjQ+H59TM2bMICMjAx8fH+BDCPilS5ewsrIiKiqKsLAwgE+2XNbW1vj4+ODn50dYWBhubm7CO+vg4EDfvn2JjIwkMDCQhoYGNm3aREJCgsgmkXtXzc3NUVBQEPkmvXv35smTJ5iamvL555+joKAgQjOvX79OSEgICQkJhISEoKenR25uLjNnziQrK4vLly+zYsUKqqqqsLKyYuzYsbi4uJCWlsbWrVt59eoVcXFxuLi4UF1dTVRUFPb29kRGRmJra0tOTg7Tpk2jq6tLvBZ50KS2tjY1NTVERkbS1tYmhlrPnj2jb9++1NbWsmPHDh4+fPhJTpRcxiRvmoqLi8nIyBAIbgUFBYyMjITvr6amhpaWFjH8ksurVVVV8fX1paamhqFDh6Kurk5MTAzr168XUscrV64I8/nDhw/5+eefRWNQXFyMpqYmioqKKCoqCjmyHJagp6dHc3OzaJrq6+vp7u6mvLycAQMGMH36dOLj46msrKSzs1NslydNmoSzszNjxowhOzsbIyMjtLW1GT9+PK9evSI+Pp4ffvgBJycn/vrXv/L8+XNMTU3p3bs3VlZWJCcn07NnTyH53bx5M6ampiIn6vTp00JGVlZWxsyZM4WSZPDgwQK7PGTIEG7fvk16ejrPnz9HXV2dt2/fcurUKTw9PZHJZJSVldHd3S2a8Vu3bqGioiJ+lxQVFSkpKaGyshJtbW2UlJSIiIigpKQEOzs7LC0t2bVrF1lZWaSkpFBRUUF1dTXJyclERUXh4+PDiRMncHZ25tWrV1hYWJCQkMCiRYvw8vIiPz8fW1tbBg0axLt375gzZw6DBg0iICCA3NxcXrx4Qf/+/YVc2dDQkMzMTCorK3nz5g2enp4YGRnR3d0tsrXkfjCJRMLKlSuFVD0vL4/du3djZWVFXl4ehYWFmJmZCbBJfn4+eXl5FBQUMHv2bNEcSyQShg0bhqamJubm5mLTJm/wzc3NSU1N5f79+3R3d7Nz507Cw8OZOXMm/fv3F/9nWltbUVBQwMnJCV1dXUxNTVFSUqKmpoZr165hZ2dHWloaNTU1vHr1Skj5/p36j29+lJSUPoEK/HPehBx/Kd/IfGw8BXj37h3AJ6SZjRs34uLiIvII4MMFZu/evX/6GtasWSM8DPIptrw+lhbID5vAwEDc3NyQTwLlP8fc3FwcBHKpEnzIR5DXnj17xMdHjhzB29ub6OhoJBIJPj4+7N69m7CwMD7//HOSkpIEx75///4kJycTGhoqvr+pqUk0bLNnz8bX11dM+iz+L4WrsbGRixcvcvjwYfr27cvNmzfFjbqenh5xcXFoa2uLw1CeJi03Vefn5/P48WOOHz8u5FPGxsZ88cUXNDU1kZqaikQi4ccffyQ5ORkzMzNOnTqFoaEhs2fP5u7du0LGI5FIBNZy3LhxfP/997i4uGBqakpgYCArVqzg8uXLzJw5E3Nzc6RSKatWrSIiIoJvvvmGpqYmVq5ciZGRET4+PmRkZDBkyBCeP39OTk4OiYmJBAcHi8DKoqIikpKSOHz4MHPmzMHDw4Pvv/8e+DBdlYMHMjMz6devH8OGDaOjo0O8d/7+/uTm5lJYWIiBgQG6urqkpKQAHxDn2dnZ7N69mzNnzojJRUVFBefPn+fYsWMiVEwOHUhJSUFVVZUNGzawY8cOJk6cSFlZGc7OzgKdCx/kI3JSoYKCAr/++itOTk5cu3aNI0eO4OTkxIMHD8jOzsbGxgZ/f3927tyJvr4+CQkJTJs2DYlEQp8+fSgpKSEvL49Tp05x+vRpXr9+TV1dHUpKSsyZM4fCwkKR/t7S0sJPP/3Ew4cP8fLy4smTJxw9ehQPDw9BeHN2dubu3btkZGQQFRVFQ0MDQ4cOxdramu3bt9Pc3IyNjQ1paWksXLiQpKQkFBUV+eyzz/Dz88PCwoK7d+8SEBDAwoULycrKIjg4mOrqan7++Wf09fWpqKjAyMhI5FLFx8eTn59PV1cX/v7+TJw4kUmTJtHW1oaPjw/jxo1j+PDhSKVS3rx5g4KCAsOHD2fDhg08evSI/Px81NXVxUbw+fPnZGdn4+7uTlRUFJ6enkyYMAFra2vc3d1paGjg0qVLPH78mL///e/AB1N3YmIiPXr0ICkpiWfPnrFixQoWLlxIXV0dDx8+JCEhgUePHlFWVoaJiQlHjx7F398fLS0tSktLqa2tpby8HBsbG4KCgoSs8PDhw0ycOJHevXsjk8kEtrStrY1NmzZRX1/PiBEj+P7778U2qqCgADs7OyFfraur49y5cyJXqbm5mezsbKqrq8W2QSKR0N7eTkBAAGfOnCE5OZn09HSGDBnyp/kz/63/KalUyo4dO1BTUwNg8eLFn3x97ty5bN++XUQz/HMSufx8+vis27JlC5aWliLUFP5nQySvj6E9GzZsIC8vj8GDBwsctrxu3779yXMYGhri6enJ+PHjefLkCc3NzQLqMmTIEAwMDAgJCfkEvb1161bx8e7du8XHBw4cYOLEiWLrYWdnR0hICF9++aXIgens7ERHR4dRo0Zx584djhw5go6ODjk5OaSkpNDR0QHAsmXLmD17tvAJ6OnpkZaWRkpKCo8fP+bs2bMYGhqSmJjIgwcPBKgmKyuLnj17snr1alJSUqirq0NbW1vc+JaXl/Pq1Svu3btHcXExbm5u9O7dm8DAQFpbW8Wwb+nSpeTl5aGrq0t0dDS9e/dm9+7dJCUlCaIjwOrVq+nZsycDBw4kPDxcQFU8PDwICAggNjaWoUOHoquri1QqZdy4cQQHBzNnzhxaW1sZO3Ysffr0wd7enuLiYhwcHIQZPzs7m1mzZvHs2TNUVVWpqqoiJyeHmzdvMmzYMOEphQ9bwaioKDo7OykuLsbc3FwQXjU0NASsoqKigoqKCrS0tOjVq5e4j4mMjCQuLo7w8HA2btxIY2MjNjY24pq1atUq+vTpQ2dnJyUlJYwePZq8vDyUlZUJDQ1l+vTpAnJjYWEhsl7gA/U2JSWFvLw8FBQUuH37Nubm5jx79oxly5ZhYWFBWloapaWlGBkZ4erqyqxZs9DS0iIrK4tBgwYBH8Af1dXVvHv3jpMnT/LgwQOKiopoaWlBKpUycuRIKisriYqKEr/rP/zwA2lpadja2rJv3z5WrlyJra0tZmZmzJgxA3Nzc16+fElJSQkpKSm0tLTQr18/DA0NCQsLo6WlBUNDQ/Lz8xkxYoQIivb39xcwgJcvXzJw4EBGjBhBSUkJy5cvp6mpiZs3b9K7d28aGhqEbLuzs5PMzEzKy8sFztnT0xNvb286Ojqwt7fH3d0dJycnJBIJRUVFAnwRFBTElStXqKioQFVVVWwE5djrzz//nNTUVGxsbPDw8MDAwIC+ffvS0tLC06dPefXq1SexHvJwWDlQKCAgQNABX716xbFjx3j9+jU1NTViwyIfLNbU1NDU1CQov15eXlRVVTFz5kxu3ryJp6cnPXv2RCaTCf9wZ2enILM6Oztz5coV9PX1aW5uprKyEmNjYxITE8nIyKC5uZlHjx4JSmVLSwulpaU0NDQQGhoqyIKdnZ18/fXXPHjwgJycHAoLC7G3txfX33+n/uObn6amJoKCgpDJZGJNe//+fQDhV5Gv0/6sTExM/uVzP/zwA+PHj6e4uPhfvmZubo5MJuPbb79FIpHQ0dHB0aNHqaur49tvvxX5HP8sRfg4I0h+IE2ZMgVbW1tGjhyJTCYjNjaW9evXCyCCvOQXDBcXF3bs2CE+P2TIEOLi4hg5ciQhISHABwJIXFwcv/zyC4cOHWLdunVcu3ZNHKqfffYZAQEByGQypFIpBw4cYMaMGRw+fJiHDx8K+ou1tTWpqaloaGiQnp5OWFgYrq6ujBs3jtevXzNnzhzKy8vp2bOnaLR+/PFHLC0t0dPTw87OjmnTpmFtbc3atWvZt28furq61NfXo6+vj4qKClVVVZSVlTF8+HA2btxITEwMf/nLX8TW7sKFC/j4+ODl5cXbt2+ZOHEiR44cYdWqVRQUFNDY2EhmZibFxcXMmzcPb29vQSepqanhxo0bXLhwQRxUcv3zhAkTOHPmDOvXr0dBQYHCwkK8vb05duwYb9++RVVVFXV1dYKCghg0aBARERFMnjwZFRUV7t+/j6urK8+fP0dHR4cXL16ILWFWVha3b99GX1+foqIiIiMjsbCwwNfXV4AKtLS0mD9/vtgCDB48mE2bNjFp0iQ0NDSEhry6upqWlhZmzZrFV199xQ8//MDw4cN58eIFu3fvJjw8nJcvXzJv3jycnZ3Zv38/8+bNQ1lZmd9//52mpiZ2797N0aNH8fb25sCBA5w/f56NGzdy7tw5HBwcePPmDUlJSaxYsUIYZuPi4vj555+pr68nNTWVwYMHM2rUKBYvXsyePXv46quv6OzsJCMjg9mzZ2NhYcGcOXOQyWSEhYVx8OBB0UQkJiaSm5vLN998Q0lJCU+fPsXY2JhHjx5hZGREYmIizc3NzJ07lyNHjvDkyRN0dXVZuXIlZmZmaGhokJSUxM2bN/H19SUyMpKMjAyOHz9OS0sLW7du5f79+9TW1nL9+nXu3r3LDz/8wLhx4/Dx8eHRo0doaWkxYMAAXr9+TXJyMvv376e+vp6mpibS09Nxc3MThmN1dXV27tzJkSNHePjwISYmJshkMrZs2cKZM2fYt28fGhoaWFlZMXHiROLi4pg+fToeHh54e3ujo6MjQB8VFRWoqalx7tw5IYdMS0vjyy+/xN3dHU9PT3JycqiuruaLL74Q0+XHjx/z1VdfoaWlxcSJE/nuu++oqakRQcDt7e1kZGRw6tQpkWWwf/9+/vGPf4hrXG1tLSdPniQ9PZ1bt27R1dXFnj17OH/+PBUVFQwbNkz4vuQSo759++Lq6iqmy+rq6uJaVlFRwePHj0X6+4wZMxg1ahRjx47F2NiY2NhYMYX+b/15tba2smDBApqbm/nll18YNmwY4eHhwIczYeXKlfj7+/+vCeTyG72P67vvvsPDw4PKysp/+drgwYPp6uoiJCREYO8PHTrE5cuXmT9/vgADyYdf8m2K3I8q36DCh4Gbn5+fkE7v37+fzZs3ExMTQ2trqxgoyieuY8aM4a9//at4LY6Ojly7do0ZM2Zw6NAhodHPyMjg0KFDLF26lEmTJrFjxw7u3bsnSIWjRo1CJpNhb2/PmTNn+Oyzzzhw4ABXrlwhLi6Ovn37Ym1tzb1793B2diYlJYWoqCgsLCxwd3ensLCQ4cOHEx8fj6qqKuPGjSMnJ4dly5ZhYGBAr169MDY2Zu/evRgaGjJhwgSRdN/c3Ezv3r1RVlamsbGRmpoa+vfvT2hoKM+fP+fkyZPC43v37l0cHBywtbWlpKQEHx8f9u/fz6+//kpFRQWtra0UFRVRU1PDgQMHsLOzo76+Xsiq5UOPmTNnikZPS0sLLy8vYmJiCAwMFMQ6e3t74ZtSUlJCRUUFb29vHBwc2LZtG99++y1KSkqkpKRgZWUlTOzZ2dlChVJcXMyuXbvQ0tKipqaGsLAw9PT0cHJyorKyEhsbG9TU1PDz88PT0xNfX18cHR0JDQ3Fx8cHVVVVkZnU2NhIW1sbQ4cOZebMmURERNC/f3+ys7OZN28eT548EWHjlpaWRERECIluXFwcbW1tXLhwgZUrV2JnZ8eVK1fYvHkzoaGhIn/o3bt35OTkcPToURHCnJGRwR9//CFk046Ojnz11VesX7+e8PBwZsyYISBDe/fuRV9fX8iRb9y4wffff49UKhUUuLKyMs6fPy82cDo6Orx69UrI2d6/f8/w4cPF92ppaREQEICuri49evQQw1MnJydSUlIoKipi7dq1IosvOTlZwLd27dolFCd2dnakp6eLc0VOu/v999+FnLGgoIC+ffvS3t4uQAqzZ8/mxo0bpKeno6Ojw7t37zh16hQxMTGCGKyvr4+XlxdHjhxh8ODBbNiwAXt7ezQ1NXn27BlSqZT6+npUVFR49OiRGKAWFBQIyJCtrS2lpaU0NjYSGBhIr169KC8vJz09nVmzZqGhoYG3tzeXL1/mwoULVFdXU19fL5DoUVFRWFpaEh4ezuLFi4mOjkZFRYW2tjaampqEAkMOhbp06RKbN2+mrq6Ofv36ce/ePUExNjIywtDQEEtLSwwNDWlqakJNTU2QRuXDB3V1dVpbWxk8eDCurq64u7ujra1NZmamUGr9O/Uf3/x8jFj19fXlt99+E0hOQOCn/7nkic7/W61du1YADT6WH8gnInIIwZMnT4APE7YZM2YIBLbcSOjl5YVEIhET1TVr1rBr1y7gA4L648ncnTt3gP8xgMp/tnyyJ0eQLl++HIlEImQULi4uBAcHA4jkXolEQktLC3v27PkEnZ2YmCiC6rq6uti/fz/KysqsW7cOmUzG0qVL2bdvH8HBweKG8vHjx4wfP57t27ezbt06Mc2XB8rJzZG3b9/m73//O2VlZWhpaXHs2DHMzMx4+/atMC8eOnQIqVSKlpYWampqFBYWcvToUb777jvOnTuHh4cHCxYsEO+bjo4O2traWFlZER8fj6Ojo2DSh4aGoqioyMaNGzl16hQnTpwQki91dXXc3NzIy8tjzpw5vHjxgqVLl2JgYCDkOhkZGdjb22NsbExTUxN79+4lMjKS58+fi4C1zs5Odu7cyfr169m5cyfwwbw8ZMgQFi5cSO/evYmJicHe3p4rV64wadIkOjo6sLOzIzMzk8bGRiEnCw8Pp6KignPnzpGYmIibmxtqamoi86ezs5PGxkb8/PyYMmUKZmZmREZGEhwcTHNzMydOnMDIyIjCwkLq6urQ0dHh9u3b7Nq1C2NjYwwMDGhtbeXly5esWrUKV1dXlixZgoaGBqdPn2bx4sUsWrSIFStW0NTUxN27d7Gzs+PLL7/k22+/xcHBgeXLlzNu3DgUFBQYN24cra2twiS4bNkyrK2taW9vp6ioiAsXLnxCj1q0aBFffvklCgoKhIaGMmrUKJYvX87AgQPR1NTkwYMHXLlyhc8//xyZTCa2SFu2bEFfX59hw4YhlUp5//49VVVVJCYm0tHRwcyZM9HX16d37950dHRQXV0tjMBubm4cPnwYBwcHZs+eTXFxMU5OTsTHx3PlyhWcnZ05fPgwenp6KCkpcfbsWZKSkoiJiaGzs5Pw8HARuPrs2TPy8/MZOHAggJCCDhkyhLS0NPz8/GhtbUVVVZWzZ8/i6OjInj17mDt3rkAOy/8tR4wYgZaWFhoaGpSWltLU1MThw4fZvHkz9fX1wgS9fft2UlNTWbRoET///DNubm7s37+frKwsTE1N0dDQEFM5R0dHLC0tSU1NZd++fXR1deHr60tOTg7Jyck0Nzfz008/UV1dzdq1a5k8ebKYmDc2NpKUlCQ8YvJNzS+//EJcXBwnTpzA19eXy5cvs3LlSh49esS5c+e4desWlpaWbNmyhbS0NAwMDPj6669FDlSPHj3Q09P75Dr23/rX+pik5uTkxOHDh5k+fbp4H/5Zdi2vj6MO/qw2bNjwCZVNXk+ePKG7u5uvvvqK/Px84dksLCxk6NCh/OUvfwHg1atXNDc3s2rVKgwNDYUkLTg4WJxTt2/fJjo6WjTXcmDCjz/+CHzYamlra3Pt2jV69+4tJuxr164VgBuAMWPGsH//fuDDOdXW1oaxsTHv378nJCREyNOzs7O5efOm2F60tbWxdu1alJSUCA4OFoj4vXv38ve//534+HguXrzIsWPH8PDwYNasWezatYtVq1ZhY2PD6dOnSU5ORltbG6lUyosXL7h9+za1tbVoaGiwZs0adHV1KS0t5eXLlyL6QCKRoKamhrKyMpWVleI17dixA1tbWxFQ2tHRQa9evdDU1MTAwIA3b95gZmYmzud79+6hoKDA5MmT2bBhA/fv32f+/Pk0NDTQo0cP+vbtS3l5OcOHDycnJ4cxY8bQp08fkpOTqampETLePn36iFDPpKQk3r59S3Z2NvX19XR1dXH27FmCgoI4c+YM8OF8d3R0ZOTIkWhoaJCamoqpqSmxsbHs2rWLrq4ujI2NiYuLo6WlRVDP5H7Xhw8fkpWVxdixY1FWVqa8vJycnBy6urpoaWnBycmJRYsWiYywM2fO0NbWJqTQlZWVNDU1CU/P+fPn0dbWpnfv3rS3t5Obm8u4ceOwtLQU8Iljx45x6NAh/P39BV30zJkzmJiYEBQURHh4OKampgQEBIgAXHd3d9rb2ykoKMDMzIzRo0djYGBAR0cHVVVVHD9+nMrKSjGg+fzzz4XH6d69e8ycOZMjR45gbW2Nuro6qampxMXFMW7cOGQymRi0njp1Ci0tLf7yl7+goKAgQnvl8RVDhw5l3rx5qKuri6+VlJTg4eEhlA0mJibs37+f8+fPY2FhQVZWFs+ePcPCwoKVK1eipaWFVCpl06ZNZGdnk5aWJuAEd+7coaWlhczMTCoqKoQE+uuvv8bExARHR0fy8/NxdnYWmPOYmBjMzMy4dOkSvr6+Imh20qRJLFiwAGdnZzQ0NFBVVaW2tlbkPU2dOpWWlhZSUlLQ0NAgLCyMgoIC/P39uXnzJn379iUiIoKioiIGDRpEjx49xHXI3NwcfX198vLyWLx4Md3d3Tg7O1NaWioyE+VggwkTJuDj4yO80nLFgdwjJr93lSPTIyMjcXJy4smTJ4wbN460tDQRkKuvr8/UqVMFanzu3LkoKysTFBSEsrIyWlpaf7rQ+N/qP775aW5uFh8vX75c5BXINy/yC7S85AdEVlbWnz7fhg0bPvnznzVPDg4O4mM/Pz+uX7/Otm3bxH/+2NhYtLW1uX//PgkJCeKxMpnsEymdPJRR/jW5DK6lpeWT1yrPUzh9+jQymYxvvvkG+EDVUVRUJDk5GfjQcJ0/f15gr2/evAkggufgg0/J2dkZiUQiaDZnz54VqNCUlBQRoDp+/HgCAgLQ0tJi165dAvc4evRo4uPjmTRpEnp6eixdulSkyhcWFnLgwAGWLVsmdNEnTpxAUVFRID+vX7/O1atXMTMzw9LSkn79+pGYmIidnR02NjZoamry+vVrZDIZoaGhQscsD8McOHAgQUFB3LhxAyMjI0JCQti0aROHDh3i999/p7a2lqamJgYNGsSAAQOwsLBg4MCBREVFCdLLokWLaGpqIjw8HF1dXVRUVLhy5QpTpkwhJCSEefPm0dnZSc+ePenfvz8bN27EwcGBPn36EBERgYmJCS0tLZiZmeHv788PP/yAv78/u3btQl1dnf3792Nvb8/YsWNpaWkhNzeXy5cv069fP4FWff78OQcOHGDx4sX89ttvKCkpoaioyNWrV0lMTKS0tBRjY2NaWlrw8PAQVJa0tDT279/P48ePKSgo4PTp07i5uXHhwgXMzc2ZOHGiwJu6uLigqamJt7c3I0eO5Ny5c6Snp4sgt/Xr13P79m2UlZXFe5SRkUFjYyPh4eECEBISEoKvry8+Pj706NEDKysrnj59ioeHB6WlpQLbvmLFCqRSKZ6eniLHSltbm+fPn6OtrS1IQ1VVVWzYsIGsrCyqqqpQUVFh9erVPH36lO+++47u7m6am5vJzMwkPj5eXOjV1NT4/fffGTNmDMuXL6e2tpZJkyZhaWnJkiVLmD59OpcuXWLp0qWsXr2aNWvWCBDJwIEDBbUpJyeHoKAgurq6KCwspLCwUGSuLF68GG9vb44cOSIM/gsXLsTd3R0PDw9sbW1ZunSpmByPGTOG2tpa8vPz6e7uxtDQEENDQxQUFHjy5Ant7e3U19ezb98+lJSU0NHRwdvbm4SEBDIzM6mpqaGwsJDg4GAGDBjAmTNn8PHxEeZ3DQ0NNm3aJMzhvr6+rFq1CgUFBRISEjhx4gRz585FU1OTv/3tb5SWlmJtbS1gH/JQ5LS0NN6/f8+dO3c4fnGXatkAACAASURBVPw4eXl5VFRUcPbsWQD++te/YmZmxqZNm5g2bRpr1qzh/fv3BAUFUVBQgIqKChUVFSxdupSioiJWrlzJ2LFjsbW1Fdeo/9afl3yzAh/kyvIbBbmRW94UyEt+7X/w4MGfPp8c0CNHvMqblo9r9OjR4uOpU6dy6tQpwsLCiI6Opr29nevXr+Pm5sYff/zBzZs3RX5ceXm5CC8FRBMCCGwvINQElpaW1NTUYGVlBXxoqOvq6pg3bx6AkG9dvnyZpqYmkpKS+Pvf/467uzslJSXijHz79q34ORMmTGDIkCFIJBK0tbVxcXHht99+4/Dhw1y7dk1Qsx4+fIinpyezZs2iZ8+ebN68WWzV3dzcyMrKYsGCBWhqaorBgFwdERERQUBAgLgRu3fvHlKplNbWVqZOnUp8fDxxcXHo6emhr6+Pubk5b9++xcTEBCMjIzG8S01N5c6dO7S1tdHc3ExHRweKiopYW1vj5eXFzp070dHR4fz58xw/fpyLFy8KrHFzczMODg5YW1ujr6+PtbU1ycnJZGZmUlZWhr+/P21tbWLzqqSkxNOnTxk0aBDz58/H19eXrq4uevTogbm5uRia9ezZk6dPn6KjoyM2BnKSqxwsoaKiwuXLlxkxYoQI2iwrKxNeKAUFBczMzLh16xYRERGMHj2aW7duCT9PfHw8f/zxB7W1teLn2NnZ0d7eTmJiIgUFBSxdupT09HTKy8s5duwY1tbWPHr0CD09PXF2yAmmampqBAYG4urqyoMHDygsLERBQQF1dXV+++03Xrx4gVQqFe+RXNr25MkTSkpKSEpKYuHChTg7O7Np0yZBnJPnkdXU1CCRSBg5ciRffPGF8PSGhITg4OBAz549efv2LT179uTNmze8e/eOhoYGJk+eTHFxMfX19SgrKxMYGMjr16+5fPky3d3dtLa2iuwmuddFWVmZ2NhY3N3dCQgIoLm5mQ0bNmBgYMDo0aP55ptvePLkCWPGjGH8+PHMnj2boKAg3r9/L5pha2trSkpK8Pb2pquri7KyMioqKsjIyAA+yOrlOWze3t74+/vj7++PjY0Nffv2FWeTq6urCBttamqivLwcmUzG3LlzhXzs1atXdHZ20tLSwuLFi5FKpWhqamJvb09mZiYnTpygoaGByspK4WeNiorCwcEBmUwm/KVTp04lOzsbfX19nJ2dOXr0KAoKCmRmZhIZGYmvry9qamrcunWLmpoajIyM6OrqEt4fOdG3o6OD58+fc+/ePcrKyqivrycmJgaAM2fOoKenx/Hjxxk8eDCBgYF0dHTg4+NDRUUFSkpK1NXV8dNPP1FVVcXRo0cF8U1+jfp36j+++amtrRVd/J49e5g4caKYPEkkkk/CSOVwhI8RnB+XRCLBxsbmk8/JPUEfy9j+WY8dGBjId999x5IlS/j1119ZsmQJ8CFnSF7yPCD4H6mdPLhpzpw5KCgoiARuec6QvEpKSvjmm2+YN2+eSASXy1W6urpEWJ28cZPT4+Q68T/++ONf/t1WrFhBZWWlMLr26dOHJUuWiMDX3bt3M3DgQEE7aWtrE2SdAQMG8PbtW2bNmsXkyZOZOHEiioqKjBo1Ch8fH2EAXL58OVKplPb2dqHrPXjwIOHh4YJodvjwYXr37s29e/eIjY3FxcWF6OhompubuXbtGj179uTSpUs0NzcTFBTEiRMnUFZWxsXFBTc3NxQVFVm6dCk3btwQci4XFxdGjRrF9OnTqa6uRktLC19fX/z8/MjJyUFZWZnHjx9z+/ZtBg0aJG5i5djHmJgYoqOjSUhI4NatW2hpaTFt2jQ0NDRoa2tjxowZREVFERoaSmlpKe/evSMiIoJ+/fpx7tw5ioqKcHNzw9jYmIMHD+Ll5SUagqFDh9LU1ISenh53795FXV2dJ0+eEBISQklJicgB2rdvHx0dHfTt25f58+czceJEHj16RFBQEN7e3ly9epUtW7bw3XffUVBQIDxMx48fp6Ojg4SEBH766Sdu3ryJoqIicXFxaGlp4e/vD3wwVYeGhtKvXz8sLCzw9/cnOjqa48ePY2VlRVVVFb6+vuI9XblyJefOnWPRokUUFBTQp08fBgwYIOg08GFCnJqairm5OWPHjmXbtm3cvXuXGTNmYGtri5WVFVu3bsXU1JTKykrGjBnDiBEj6O7uxszMTJhKzc3NMTExQV9fHzs7OywsLIiKiiIvL4+BAwdiYmLC+/fvUVJSIjs7m/LyckFt8vLy4tChQyxatIisrCzMzc05d+4c8fHxSKVSNmzYQE5ODlu2bEFVVZV+/fqxf/9+jIyMmDJlCgCnTp3izZs3PHz4kJKSElRUVOjs7GTv3r3o6OgQGRlJ//79aW1tZdiwYVy5coUlS5YINPTmzZu5c+cOXV1djB49munTp9OvXz/WrVuHsbEx3d3dYquzfft2KioqUFRUZPfu3UilUi5fvkx6ejqWlpaCRBgeHk5tbS2GhoYCk9rY2CgmjTo6OmRlZXHhwgVmzZrFvn37uHv3LpGRkbx//56amhqUlJTEYX7+/HlSUlL429/+RmxsLEFBQcyfP5/k5GTa2tpQUVEReSm+vr5YW1vT3d1NZWUl7e3tvHjxAm1tbU6dOkVGRobYbP+3/ryamprYunUrSkpKLFq0SEhF4MO5I9/EAGKYJT9zPvbzyR9vZGRESUmJuHmRy9VkMhk6OjrAh//jH5ePjw+LFy9mzZo1/PTTT2Iw+HFA6fz588X5I4cpWFpaMm7cOJYtWyZyprS0tERDJ1dDVFdX880337B8+XISEhKEAdzR0ZHMzExWrlyJtbW18MGFhoaKDTB8IHnJB3/wYdDxxRdf8ODBAwFB6Nmzp9goASxYsICAgACBmX/37h0HDx7k8ePHrFmzhpKSEpYsWcKgQYPEddjNzY2JEycSGhrK/fv3CQgIQEFBgffv31NWVoZEImH58uVs374dT09PKisruXbtmpDhvnnzRpjoW1tbRc7NkydPhI/w3r17KCkpYWVlhaenJ1KplICAAL7++mu++uorMfgbOHAge/bsoaGhAQ0NDVxcXMSUXCqV8urVKxITE3FwcBAZaW1tbbx//57U1FRSUlLIysoiMTERDQ0Nvv32W1RVVXn//j3Dhg0jOTmZu3fvUltbS1VVFcHBwVhaWhITE0N1dTV9+/bFy8uLiIgI7O3tRUPg5OREW1sbWlpaXLx4EVVVVZFvVF1dTc+ePTEyMuLSpUsiimLkyJF4e3uzf/9+vL29sbOzIy4ujhkzZvDZZ58RGxuLg4MD7969486dO3R3d4vfC/n1+fr166irqwvQS0pKighX19PTY8CAASQnJ3Pnzh0MDAwEXnrgwIEsXLiQ8ePH8+DBA0aNGkV5eTmamprC3yL3X4eEhJCXl4e+vj7u7u4sWbKE/fv3i7BMQ0NDZsyYIWT6bm5uuLq6IpPJ0NXVxdDQEBUVFXR1ddHV1UVLSwtjY2P09fX57rvvhC9TR0eHjo4OpFKp8GxWVlZibm6Ovb09v//+OwcOHKC4uJgpU6awdetWMjIyUFBQ4PPPP6e0tJQZM2agrKyMubk5y5Yto0+fPmLQIY84SE1NJT4+HmVlZbq6uggPD0dLS0sMy169eoWTkxOxsbH8+OOPODg4kJ+fz/Tp0wWZzc3NjcGDB2Nubs6kSZPQ0dER15IePXpw4sQJ6uvrkUqlnD9/HgUFBb766isKCgoYOnSoABU8evSIxsZG+vTpQ0pKChs3bqSlpYURI0agoqJCr169KC4uZtu2bQwfPpzw8HBevHhBUlISHR0dNDY2IpVKaWlpYdCgQWzZsoXc3FzWrFnD69ev8fb2FmRH+XarvLwcBwcHnJ2dxb1xXV0d79+/F81sZGQk7969E9fLf6f+45uf7u5ufvjhBwDc3d3p3bs3/v7+QiIm158Cn0AE5CWRSPj+++9ZtWoVAA8fPuT06dPC2A4Ic+g/+3jkfx47dizHjx+nsbGRn3766U9JcVeuXBEX7KtXr/L8+XOx8Th37pxofHR1ddHT00Mmk3HhwgUGDhzI0KFDhe5RfnB8XDdu3GDSpEmEhYUhk8nEv4dcizpz5kwkkg+p2QMGDKCkpIRjx44BCELcmDFjhHRKIpFgZWWFo6MjAJcuXWLLli2MGDECgJSUFBoaGjh//jzx8fHs27eP27dvY/F/0+5//vlnDhw4gLGxMSkpKVy8eBGZTIaamhoODg6EhYVhbm6OoqIi27ZtIyYmBn19faysrBg1ahQjRoygvLwcfX19ATO4e/cuubm5DBgwgGPHjvHZZ5+J/IiDBw+yevVqxo0bx9WrV6mqquL58+ekpKSgo6NDTU0NgwcPZu/evWhqauLi4oK3tzfh4eFERkby7NkzWlpahAQlJSWFZ8+eCUTn/fv3mTJlCp6ensTFxYk0ZC0tLbq6uhg7diy7du0SdJ7AwEB27dpFUVGRYPF3d3czffp0cWD+8ssvBAQEsHLlSjo7O3nz5o2YNnV3d7Nq1SoaGxu5desWly9f5vHjx+zYsYOEhARWrVrFunXr+PXXX9m5cye5ubkkJSUxYMAAxo4di46ODl1dXcTGxrJjxw7hLZDT7+Tp5SYmJlhYWODs7IydnR1hYWH069ePq1evMnr0aGQyGb///jt+fn5i2qisrIyhoSE///wzampqqKqqMmHCBNEkBwcHY2hoKCZYX375JadOncLAwEDoyOUBrGFhYejr62Nvb4+5uTmPHj1i6dKlGBsbo6OjI4y3BQUF3Lhxg8mTJwvPWExMDBMnTmT06NEEBwdjbW1NQkICLS0tnD17VmRuzJo1i1evXuHg4ICenh4SiUTINK5fv05GRgbq6uoCahAVFYWZmRkvXrygrKwMmUxGUFAQo0aNwt/fn5CQEBwdHdmxYwdTpkxhyJAh5OXlUVZWxrt374iOjkZdXZ2uri709PQoKiqioKAAV1dXfv75Z06fPk19fT3Nzc3Y29uLhqqkpISlS5dy7tw53r59y4MHD6isrMTT01NMvzZs2MDRo0fJysoSIZlnzpxBV1dX+LNcXV2Ji4vDx8cHd3d3kedjaWlJr169aG1txc3NDSUlJSZOnEh5eTlXr17lzZs3uLq6YmNjg7u7O0+fPqWwsFBIgP7xj3/Q3d3NnDlzmDp1KpWVlYIY1t7e/gkw5r/1r/X+/XsuXrxIZ2cnY8eOxdXVlenTpxMZGQl8mOLKz5l/pnLKceJ79+5l/fr1wIdr1M2bN1m2bJl4nByG8M8eIPk5tWPHDu7cuUNaWho//PDDJ+ehfCD3j3/8Q8jPdu7cye3btzEzMyMsLIzdu3eLc8ra2ho3NzexnR8zZgz9+vVDXV0d+BSgUF9fD8DZs2cZNGgQf/vb35DJZOK6pKyszJMnT/jss8/Q1dVFIpEQEBBAQkICFy5cQENDgwULFgAwc+ZMPD09BWHS0NAQPz8/FBUVefz4MaGhoUydOpXy8nLu3btHS0uLgO1cunSJxMREgfa9fv06ly9fFnEH27dvRyaToaKigpmZGVFRUejr6yOVSpk1axbJycloaWlhYGDAtm3bcHV1pa6uDi0tLXR1dfHy8uLFixeUlpaKsMZDhw5hbW3Nw4cPiYiI4OjRo3h6ehIbG0tjYyNv377l119/RVNTk4aGBtauXUt4eDhqamoiy2X79u2CmtbW1ibkh7m5uWRkZKCsrIxUKuXly5cMHjwYOzs73rx5Q1FRkbi+dXd34+7uzpkzZ2hvb+f9+/d4eXmxcOFCnj17hqmpqXjcsGHDyM3NFdvBWbNmMWHCBDo7OyksLOTdu3dUVlbS3d3NhAkTaGlpISEhgcePH5Oens6pU6fIzMwkMDCQQ4cOcfPmTU6fPk1paSnZ2dn07dsXDw8PNDU1RQ7P7NmzefToEU1NTWhra1NbW0ttbS19+vRBR0cHAwMDrKysMDY2JjIyEnNzc2JjY4VE+enTp7i6uvL69WscHR2RSqX06dOHGzduMHr0aJSVlfHy8kImk9HV1cXcuXMFqEHueb5//z59+vRBRUWFtWvXis35/fv30dLSwsTERAA2AgICxBmlrq5OeXk5FRUVPHv2jEGDBgnPmDwXccCAAcydOxcDAwMyMzNpa2tj69atYuvh5+dHfn4+pqamIpOpV69eZGdn8+zZM969e4eqqqqAGrx8+RJdXV2ys7Opq6ujtLSUnTt3MnDgQFxdXTl37hzm5uacOnWK3bt3069fP8rKyqiurqaiooLk5GSBPO/VqxeVlZVCSnfjxg3u379Pc3Mz7e3tmJqacuLECTQ1NamuriYgIICYmBhKSkpITk6mtrYWOzs7Xrx4QW1tLVOnTuXGjRsUFRUJ8El0dDRaWlrk5eXh6OjI6NGjefPmjfDKdXd3o6GhgYGBAerq6rx//x4bGxsUFRXx8fGhrq6Or7/+WoRzGxsbY2try+vXr6moqEBFRYUff/yR6Ohouru78fPzY+jQoQLOJPfnywct/079xzc/UqkUQIAAhg8fDiCgB2lpadjY2PDy5cv/9Tk2b97ML7/8AnzIIliwYMEnCFK5Hvsf//gHW7du5YsvvhBfk2ekmJiYCGTvmjVrRDO1cOFC8Vi5fluev7B48WJBX5P7ScLDw/n888+BD8nfSUlJ2NraCnSyPP8HEE0OfEoBmjlzJvDBJDts2DAhU3B3dyc5ORljY2NkMhnbt28X8AH4gDZVVlYGPtDfXrx4gUQiIS4ujpMnT/LmzRu+/PJLZDIZI0eORCKR8Pr1a/r27cu6des4ePAgZ8+eZezYsRw8eJDW1lb69evH0qVLBeawpaUFRUVFgW5ct26dkAXt2bOHrVu3kp+fT3V1NUOGDGHx4sU0NDTw66+/cuXKFSIiIlBSUuLhw4fs37+f8ePHs2LFCn755ReCg4M5f/48Kioq6OjoEBUVhaOjI8nJydy+fRsHBwesrKxQUVGhq6uL3377jW3btrF161Z0dXVFFsoff/whJk1btmzhxIkTtLS0UF5ezrRp0ygpKWHq1Kl4enpiYWFBa2srPXr0oKGhgY6ODs6ePcvu3buxtLSks7MTTU1NKioqePnyJQ0NDVhaWjJ//nx+//13KisrRcM7evRoNDU1qaqqoqKiQmwYDQwMqKqqYujQofj7+7N69WpevnwpAifj4+MFzfCrr76iq6sLc3Nzzp49y6NHj5g0aRKampqiOXBzc2PSpEkkJCSwb98+7ty5g5KSEoaGhqxfvx5PT08SExMpKSlh2bJl2NjYiMRsZWVlsrOzOXjwIPv27ROUpRMnTgAInLgcn5uXlyeCOevq6jh79izJycmsWLGCPn36kJiYiJmZGeXl5Xh7exMaGkptbS1Xr16lrKyMjIwMnjx5wunTp0lLSyM1NZW3b99ibm7O9evXqaqq4rfffiMjI4M3b96ILdKlS5fEAaKnp8fAgQN5+vQpqampApHu7OzMzp072bJlC35+figoKNDa2kpnZydz5sxh7ty5wAd/37Fjx3B1dWX16tWcOHGCnj17Mn36dJqamggODhYSgpkzZxITE8PgwYMFEv3FixccPHiQixcv0r9/f549e8bevXuFT87IyIisrCwKCgqwtbUlKyuLKVOmkJGRQU5OjkjoTkpKIj09nY0bN7Jp0yaUlJQ+SZFva2vD1taWFy9e0NTURI8ePWhsbMTe3p4HDx5w7tw5hg0bJm7K+vfvz9y5c3n37h2urq6iCZYDWAICArCzs0NVVZVBgwbh4uIiPBGjR49m7NixmJiY0NjY+MnN7n/rX0tZWZn8/HwRBCofOsm3PBcuXGDYsGHcu3fvf32OrVu3Cv/nyZMnWbFihZDAAAQFBQFw7Ngxtm/f/omEWyKRcPHiRXR0dHBycmL48OFMnDhRNFNyyufHry07O5uAgAAOHDjAxYsX6ejoEOfUjh07xPcuWbKEu3fvio2uRCIR+T+A8M5aWFh8AvORn9WOjo58+eWXvHz5kpaWFsaOHcvdu3fx8vKivLxcAEDkPl159pmamhp79uzh6NGj4iy6e/cuMTExHD16VECCJBIJhYWFGBoaMmnSJCIiIti6dSseHh6sWLGC9vZ2LCws+PHHH0WYcnt7OwoKCjQ0NJCbm8vkyZNFyO/58+eZOXMmFRUVNDY28uWXXzJmzBhaWlpYu3YtT58+5cmTJ0ilUlJSUti2bRve3t6MGzeOtWvXcurUKQFG6dWrFy9fvsTc3Jzc3Fz27duHmZkZhoaGKCkp0d3dza1bt5g9ezazZs2iV69eIgvl2bNnAmU9a9YsNm7cSHt7O3V1dQwdOpSamhqGDBmCvb09enp6YlIuh1RER0dz7tw5Bg8eTHd3N2pqatTV1ZGdnU1zczMGBgaMGjWKsLAwkW2opaUlvKoNDQ3U1dUJdYycYObk5MSAAQM4cuQIJ0+epK2tja6uLjIzM8U5smDBArq7u9HX1yc6Opr09HQGDRqEj48PWVlZtLW1YWNjw6BBg8RG+/nz5ygpKaGtrc3kyZOxs7MjKytL3JDL81wAgZNevnw5q1evJjc3l/T0dHGfV1VVxd27d4Xap6ysjLCwMNLS0mhubuabb74hJyeH8ePHo6mpSVZWFnp6etTV1eHg4MDdu3dpbGzk6dOn1NbW8u7dO9LT07l//z55eXnk5uZSXFyMvr4+sbGxNDQ0cOvWLYqKiigsLEQmk6Gnp8eOHTvo0aMHampqaGlpYWNjw6tXr4iMjEQmk9G/f39xvxAaGoqLi4vYUnZ1dTFixAhGjBiBjo4Oc+bM4datW1hbWzNx4kTu3LlDjx49GDp0KK2trcydO5eRI0fSq1cvhg8fTnJyMo6Ojrx58wY9PT2ys7O5fPkyDx8+xMLCgoyMDM6fP49UKuXgwYNoa2tTXFxMZWUlJiYmIkdIroAJDAxk2rRp5OTkkJ+fz7Rp05g6dSpSqRQ9PT0CAwNpaWmho6ODYcOGifdZ/jtpampKamoq0dHRODk5kZiYSEREBBYWFowYMYLKykqsra1ZsWIFJiYmYjvo7u6OqakpysrKODo6YmVlRU5ODioqKri5ueHh4YGOjg6tra0kJib+P67U/1P/8c2P3Ogl7zDlN/q//vorJ0+eFI+Ta9LlU7D/V3irXJLwcS1YsIB9+/Zx5MgRPDw8xOcDAwNFRoE8ffmXX34RpBr4cPjIZQhyI2RCQgJLlixBIpHw6NEj4AO04WPgAXzIEPpYgy1/vo0bN4pQuMDAQODDAWhvb4+ioiJHjx5l3bp1gm2emJjI3r17xd/9b3/7G4mJibS1tVFcXIy7u7uQ5+Xk5IgE7piYGBobG1m5cqU4/OTN5ODBg4VPoU+fPpiZmXH+/HmePXvGjBkzUFJSQktLizt37qCgoMD27dt5+vQp9+/fZ+DAgVRUVDB37lyCgoLo168fsbGxxMbGsmrVKrG27+7uJjc3ly1btjBv3jwcHR3Ztm0bo0ePFppTPz8/EhISSElJEUGZd+7cEQnEBgYGNDU1oaSkRGVlJXv27EEqlfKXv/yF0NBQFi1aJCayv//+OzY2Nri4uHDp0iUCAwNFiObJkyfx9PTE1NSUrq4ulJWVuXLliiACZWRkYGpqiouLC/n5+Whra3P16lWWLVuGiYkJ/4e99wyL+lzbd8+hg3Rw6EW6dBABFRUQe4VYokETa1xq1ESNcS0TNbEkauwrtqixxC7GghW7oqggHaT33nuf/cE9T8xK1v6v99N+j73X80XFYYY5juF3/+77vq7zSktLIz8/n6amJsLCwsjNzaVfv35oamrS0dFBTk4Ora2t5OTkoKKigr29PRMmTCAiIoKffvqJp0+fikTxX375hTFjxnD+/HkUFRWFXKW0tJRRo0YREhKCubk5TU1Ngtrl4uLCpUuXOHv2rKD2OTs7C/zn8uXLCQkJEZlCjx49QkNDg8TEREpLSzE2NhYG05EjR4pU8Llz53L//n2WLVvGwIEDxeczMDCQ169f093dTU1NDWVlZYwYMYLt27eLKauvry/Pnj3jwYMHWFtbC5mNm5sbISEhQn4n34bk5+ejoKCAhYUFxsbGYl3f1NSEiooK169f5+jRo0RFRVFXV0d6erqQM7i7u9OrVy9u3rxJU1MTf//737lx44ZIa3/48KGYgicmJgo6jKmpKbGxsXR1dbF48WK++OILrKys+Pnnn1FXVyckJAQrKys++eQTdu7cKQALra2t9OrVCw0NDWQyGWpqajg4OPDjjz+Sk5PD8uXLefbsGa6urqKQyzew27Zt4+LFi9y+fZvjx48LTbuFhQUXLlygqqoKOzs7Dh48SGhoKNevX2f06NECNlFTU8OFCxdYv349FRUV7N27V4Rbnjhxgu7ububPn8/kyZPF5LOtrY3s7GwcHBy4f/8+ly9fRl9fn40bN1JZWYmlpSVRUVG4u7vz8uVLOjs70dDQEIF5/z1/fQwNDQkMDBRUTjkp7OrVq+zfv1/IMeRSafk1+l+jE/71yD2u75+xY8eyZcsWdu7cyejRo+no6ADeDbTkm6bPPvuMwMBAdu7cKcKu4V1diYiIELh1eBfFMG/ePCwsLLhy5QrwrkHavXv3H1534sSJAqYjPxKJhNWrV7NgwQJev34tcorCw8OxtLTE3t6eq1evEhYWxpAhQ4B3YcebNm0S2THXrl3j7du3pKen8/LlS0aPHs2AAQPo6Ojg6dOnovGOiIggOTmZ3bt3M3PmTACh+nBxccHOzo579+6hpaWFVCrl4cOHpKWlsWrVKpSUlNDQ0ODVq1cC2JKcnExcXBx2dnbU1dUxbNgwBg4ciLW1NampqaSkpDBu3Dg8PDzIzs4WGS/Tpk0jODgYS0tLPvzwQ3x8fIR3eNWqVWRmZgrvZVJSkvChyjcd8gFhXV2duPk8fPgwN2/eZNu2bcJALw9wlPtovv76axobG+ns7OTWrVs4OjoilUrp6ekRXqHW1lYaGhrIz89HKpViY2ND45d22wAAIABJREFUdHQ0mpqaREdHM2bMGHr37k1hYaEg1c2aNYuysjLs7e1RV1ens7OT0tJS2tvbKS0tRUlJCVNTUxFCefXqVZKTk+nVqxePHj1i5cqV+Pr68vDhQwG6kMlk1NTU0L9/f7y8vMTNqUwmo7a2Fmtra548ecKDBw8ETloeF7BgwQL2798vQDpKSkokJSWhqqpKTk4O1dXVQj7e1dVF//79MTU1RU1NjcWLFxMfH8/+/fvp27cvEomEKVOm4OHhwYEDB+jp6aGhoYGamhr69esnfD1KSko4OTmRkpIiwnKNjY3x9fUV8kW5FF+ujCkvL0dBQQGpVIqenh4uLi4YGRnR1tYmPFN37twRg0x5YKi+vj7h4eGoq6uL+7OjR4+yadMmamtrUVJS4uDBg0LempOTI3zo+vr6ZGZm0tXVxcSJE5k8eTJSqZRbt26hpqZGv379MDIyYs2aNQJTrqSkREdHh8h5kt/XmJqa8umnn1JaWspPP/0kMoXkXqjevXujp6fHuXPnRATE3bt3ycjIYPjw4UilUiGDMzMz4/r16wQEBPDixQv69+/PypUr8fb2prGxka+//poTJ05QV1fHkiVLBJlt9erV9PT0sHPnTr799lsuX74sLAElJSWYmZkRHx/Ps2fP0NLS4tdff6W+vh6pVMqbN2+wsbEhPT1dvKd/B0D7q/O/vvnR1NQkNTWVM2fOiOmPTCZj//79fPLJJ1y4cOFP3/OvXp//5LwvEZDJZAIJDe+aInnRkt+Yy8+oUaNEwZO/thzl7OTkxJ49e4B3UzA5oOD915HrMeFdoyeRSDhz5ox4zIkTJ9i4cSNXr17l008/5erVq7x48YLu7m5KS0uFMVZeTN/PYqipqRHkHlNTU+D35vHkyZOCACeXqT169AhdXV0kEgl79uxBJpOxcuVKgoODGT16NK6urnh5eTFy5Ejs7OyQyWQ0NTXx0UcfoaWlxYoVK0R+Aryj+Pj6+goajJw6FxAQgLq6Oj4+PmzYsIExY8bw5MkTNm3axOvXr7Gzs+PMmTNcvnyZdevW8eOPPxIUFMTs2bPR0NCgf//+2Nvbo6mpiZKSEhcuXOCLL77A0tKS+vp6nj59yvLly5FKpRw4cICMjAxWrlzJ8ePHiYiIEHSfO3fukJubi6KiIm5ubqSnp7N48WIRMqqjo8PNmzcpLy9n8ODB2NnZMWHCBEpKSkTAmHzFfe/ePTIyMjAyMsLOzo6Kigq0tbXR19cXPqCGhgZ8fX0JDQ3lxx9/ZPLkyairq/Pw4UPCw8NZunQpVVVVGBgYCJNofn4+06ZNw87ODmNjY86dO4epqSlRUVE8ePCAkydPUltbi7m5OV999RUZGRkEBgYyffp0Zs+eLaZNe/bsoU+fPvj7+3Pz5k3MzMwwMzMjIyODtWvXUl1dTUpKCgkJCbx584YZM2awYcMGtLS0SE5O5m9/+xvnzp3D19eXjo4Orly5QkREBOXl5TQ3N+Pm5oavry8rVqzA2NiY9vZ2Kioq8PT05OzZs9TU1LBo0SKcnZ3R0dER29q6ujoBiJgzZw52dnZiSyfXUDs7O3P//n2WLl1KZGQkz549482bN6ipqYkp55UrV7h37x5v3ryhsrKSmpoaYbxdvXo1ycnJ6OrqMmbMGEpLSwUCVZ4XcP/+fdTU1MjPzycmJoZjx44xbNgwkZ9UUVEhtpNmZmZERUXh6upKYmKimMq1tbWRnp7O6NGjSU9PR1FRkSdPnqCrq0tKSorIt1JVVaW8vJygoCD69OnDrFmzSEtLE2jquLg4gRe/efMmurq6vHz5koEDB2JnZ8fSpUv58ssvKSoqYtmyZfTv3x8PDw9evXqFvr4+I0eOREdHh7Vr19LY2MjEiRP5/vvv2bp1K9ra2iQmJtK3b188PT1pa2sjODiYH3/8EVVVVZ4+fUpAQAApKSnk5ORQWFiIi4vLn8Ay/z1/PBoaGjx8+FBsRR8+fIhMJmP58uUsXLjwL5sYeTjnvztKSkrAH7PtPDw8RNPS09PD8+fPxWZ/5MiReHt7U1RUhJWVFQcOHBDf5+vr+4c6ZWJiIhq0oUOH8s9//hN45119v/7AO4+qTCYToB1fX1+kUukfMuUOHjzI/v37OX36NEuXLuXXX38lNTVVZEn9/e9/F0MaeLdtlctG37x5Q0REBIWFhUJSLsfpHj58mO+//x6ZTMbBgwfx9/dn3759WFhYYG1tzWeffSZw9V5eXmJb/+mnnwoTdF5eHi0tLYSEhKCurs7kyZNxcHAQMuiOjg4WL16MhoYGmZmZKCkpERYWhouLC6qqqtjb23PixAl8fX1JSkri119/JTMzEzMzM+7fv8/Tp085fvw4Fy5cwMPDg5EjR6KmpiZIo+rq6igpKfHNN9+wf/9+kXGSnJxMWFgYurq6fP755xQVFTFlyhTu3LkjNkuNjY28fv2akpISFBQU6NOnDwUFBUycOBElJSVevnyJhoYGMTEx1NbW4ubmhpmZGQMHDqSqqgoXFxdevnxJcXExnZ2dxMfHU1hYiK6urvgMuLq6oqWlhZubG62trbS0tODk5ERAQAAXL15kyJAhqKmpkZCQQEhICJMmTaK+vh5tbW2UlZWZOXOmuJ6ZmZkJQqqBgQFxcXHEx8dz9+5dGhsbMTQ0ZPr06RQVFeHh4UFwcDCjRo1CU1MTMzMz9uzZg4mJCX379uXly5cYGhpiaGhIUVERx44dE41dVlYWWVlZbNq0ScQA5Obmsnz5ch49eoSjoyOdnZ08e/aMJ0+eUFNTQ1tbG3369MHJyYn9+/ejr69PR0cHdXV12NnZ8eDBAxoaGpg0aRJWVlb06tULc3NzsSlTVFTE0tKS0aNHY2pqKoi2TU1N1NXVieyg0NBQYmJiSE5OJisrC2VlZdrb2+nu7ha169SpU9TW1tLQ0EBCQgK6urocPnyYvLw8NDU1Wbp0KdXV1VRVVVFcXExWVhbHjx/nzZs3qKioCOXI7du3mTNnDlZWVmJLdfXqVfbu3UtQUBCvX7/G2tqanJwcdHV1CQ4OprOzk8LCQvz8/CgsLERBQYFdu3ahqalJXl4eX375Jfr6+gIs4OXlhZGRESEhIeTn56Ojo4NMJiMjI0N4euWetPT0dJydnTE3N2ffvn0cPnyYyspK9u3bh6OjIzY2Nrx9+xZtbW18fHwYMWIEx44dEx6gefPmCVlobm4uVlZW2Nra0tHRgaenJwsXLkRZWZmUlBRcXFzIz8+ntLSUiooKrK2tBTn1Pzn/65uflpYWRowYwYwZM4Df/TlyY7dcuvLvzl9tgORfi4yMFCQaOSwB+APBDRDoWYlEQllZmUADw7uNk1zqID/yzJ+qqiqhWQXE9gb+GBJnamoqkonhnRwOfsd1JycnAwgt9dOnTxk7dqyQ682bN4+TJ08SGBgonlPeuBUVFSGRSAgPDxceAh8fH86dO0d4eDj9+/ensbGRNWvWsHfvXoE/lU/Ely9fTnp6Ovv27ePZs2fk5eUxe/Zs9PT0sLe35/Lly5SXl5OUlMSXX37JokWLGDhwIP7+/mIK8ttvv5Genk5mZiZnzpyhf//+vHr1iq1bt+Lo6Mi+ffvo6elh1qxZqKqqUltbS0pKChcvXmT48OFMmzaN9PR0pFIpV69exdbWFn19faE/nz17NsbGxvTv3x9dXV0mTZrEkCFD6Ojo4IsvvhDYSgsLC/z9/YVXZ/ny5VhbW2Nqasrdu3dxdnYW07lBgwZx584dBg0aRFBQEBKJhIyMDBGAN3fuXMzNzfH09ERFRYVXr14JTLQ8fFauqZY3zjNmzEBLS4snT55w8OBBPvzwQ/T19blx4wbh4eEkJycTFBREamoq5ubmbNmyhYaGBiwtLSkqKqK5uRlTU1OKi4tJSUkhPDyc2bNn4+TkRG5uLp999hnq6uo4OTnx/Plz0tPTSU5OJiIigvXr15OUlCQCyG7dukVGRgY//PAD69ato7i4mBkzZpCWlsbEiROFRPLt27fY2tqKydDq1asxNzenvb1d3Njs3LkTfX19UlJS+OSTT5gxYwYBAQFkZGQIHb65uTkXLlzg2rVrtLa28vDhQ5Fp0NzcTH5+vggq/f7777l//76QsrS2tuLr60t4eDh/+9vfePPmDVOmTBET14CAAFJTUxk9ejRKSkriwi33zfj4+ODq6ir8dCkpKZSVlTFv3jwhD5VDPVJSUvDz80NdXR2ZTMZvv/2Grq4uO3bswNraGhMTE1JSUpDJZPTq1QszMzMBnHj9+jUrVqygq6uLjo4OrKys2LFjB3V1dQKH36tXL0GNSk1NZdKkSZw7d44lS5agoaEhSEQ9PT2oqqpiZWWFsrIycXFxVFVViYbs+++/F9dGOXZ927ZtqKurc+TIEYKCgujs7MTW1pbp06fz888/CwR7r169iIqK4sWLF5iamgpZRmxsLJmZmfTu3Zv8/Hzc3Nxwc3Ojvr6e3NzcP11H/3t+P21tbUyZMoV58+YB7zY+8Dvx8/1g0r86f1Wn5BjzrVu3iu2H3OsKCNmL/OTk5LBlyxYsLCyorq4WoBJ4Vy/ldUq+camurgbe+YvkagVA1Fp4Zx6Xo+4NDAyQSCTExMRQWVnJnDlzAEQQak5ODgC7d+9GJpORlJTEhx9+iKurK/AuGPTQoUNCfSBHPCsoKJCSkoKlpSXffvstMpmMu3fvMmrUKO7fv8+kSZMYNWoULS0tzJgxg/Pnz7Nnzx6xIQZYuXIlBQUFXL58meTkZIqKiti6dSuampqMGjWKZ8+eUVNTQ25uLocOHRJKBGdnZ4FmlvvgiouLiYqKEiSsxYsXY2FhwW+//UZPTw8jRoxAWVmZpqYmrl27xqNHj+jXr5/Ie9PV1eX58+eYmJigpaUlcL5bt25FX18fR0dHNDU1hTS3q6uLn376SQCOpFIpffv2pbq6GnNzcyZPnoyxsTEGBgbExsZiZWVFY2Mj2trauLq6Ehsbi5ubm5AAFhUViTiK9zdJioqKYkve2dkphj/t7e1ER0fz5ZdfIpFICA4ORl1dXeSWBQUFoaWlRUxMDCNGjCAvLw9PT0/y8/Pp3bs38+fPp6WlBalUSmVlJa2trRgYGFBZWUlubi4hISGMHDkSS0tLSktL2bt3r5jSp6amUlBQQG5uLk+fPuUf//gHubm5YpMub9zmzZvHrFmzqKqqIjg4mMLCQgYNGsR3332HkpKSaJx37txJbm4u06dPp3fv3mKD0NjYyMWLF9HW1iY/P59Ro0axadMmXF1dKSws5PHjx7x9+5bevXvz8OFDnj9/TkdHB/Hx8YLC19LSQkVFBWVlZfT09DBv3jzevHlDeXk5hoaGdHR04OTkxObNm5k4cSKZmZkMHTpUbOjc3NwoKCgQgAz5VmvIkCH09PTg4OCAtbU1kZGRAsFdXV0t8rc++ugjBg4ciIKCAnl5efTt2xcVFRVyc3OJjo6mV69eXLx4EWNjY/T19cWwXQ5vUFBQIDU1lQMHDjBlyhS6u7vp7u7GyMiICxcu0NjYiEQiYerUqQKq0dbWRn5+PgEBATx69IiJEyeipqYmSIgymQxlZWUR5puZmUlDQ4Og8M6fP5/29nb69++PpaUlhYWFnDt3DlVVVW7duoW/v/8fgBo3b97kH//4B2/fvkVVVVV44fT09FBVVUVVVZWMjAzRwJeVlWFjY0OfPn1obm7+wzXv/3Qk/yd52P/bx8bGRmZmZibydv7155VIJLi6upKUlIREImHp0qVia/H+Y94nwP3Vc8if+/2tkTwXp7KykpaWFuEzWrt27R+maO8/B0BMTAx+fn7Au6nd9OnTBWBBJpOho6MjEKjvv2ZeXh6RkZEUFRWxefNm8X5evHhBTEwMenp61NbWsnz5cnbt2oWWlhY2NjYsXbpUFF1lZWVCQ0P56aefMDAwwNramry8PHbs2MEXX3zBzJkzOXnyJBKJhPz8fKysrPjwww+xsLDg3r17jBgxgi1btrB69Wr27NnDmTNnmDRpEnV1dURFRfHkyRM6OzuZMWMG6enpqKqqUl9fL3IGHB0dSUhIwN3dHX19fTIyMtDW1sbS0pLs7GwOHDhA//79efPmDYGBgTg6OpKYmIiNjQ319fV0dHRgZmZGV1cXGRkZjB8/nkuXLiGVSgkICCAtLQ0VFRWMjY3FOjkoKIiWlhbOnz/PgAEDUFRUpKGhAVtbW1pbW/8AYpBz9vv27cvu3bv55ptvREZAbm6u0MMOGDCA2NhYpk6dSklJicjqOXLkCL/++is5OTk8evSIdevWERsbS3t7u8iQsbCwoLm5mfDwcBG0Kk8K37x5M2/fvmX69OlUVlYSFxfHoEGDOHz4MN7e3nh5eaGqqkpiYiI6OjpYWlqSmJjI48ePGTduHLt27cLT0xMnJydu3LjBxx9/zLVr18T25vTp0/Tr14/U1FTOnj3LDz/8gJKSEosXLxZEPD09PWFGlONEy8rKsLCwYPDgwezZswcvLy8cHByEMfft27d8+eWXNDU1sXr1ary9vYmPj8fb25vbt29jY2ODgoICX331FVeuXBH46s7OTlpaWtDX1+fevXuMHDmSe/fuUV1dja2tLaWlpSxZsoRz586ho6NDU1MTPT09DBgwgNTUVFxdXVm6dCnDhw9n3LhxxMTEsHPnTnbt2kVBQQFTpkzh8ePHIgPp5cuX4gbj+fPnuLm5kZeXR319PUFBQejr65OUlCQmqfLgP/kGSZ5p0tHRwerVq1m1ahUZGRlIJBKCgoLw8fHh4cOHNDY2YmFhIeSQioqKTJs2jalTp9KvXz8UFBQwMTHh7NmzLFq0SATrtrW1ERcXx5AhQzh69CiDBg2ioaEBCwsLLCwsBCpYSUmJvn37oqury4sXL6ioqGDKlClMmjSJBw8esGnTJv7xj3/Q0dHB1q1bxWfnyZMnPH78mNTUVMLDwxkyZAiVlZXk5eURHx8vQgyNjIzQ0NBAUVGRK1eu4ObmRlVVFdra2iQkJNC/f3969epF7969iY2Npbm5mUuXLsXKZDKf//FF/P8Hx9raWubh4SGann+tMebm5kJqqK2tzbx584QkTV4D/p/qVGlpqdjev18zFBQUKCwsZOPGjYKAdOnSJeAd2lw+zJKf9+vUjRs3RNaVr68vwcHBwr8j9yOkpKT86TVfvHjB8+fPqaqqYuPGjYK6mpaWxpUrV+jXrx9JSUmsXLmS7du307dvX0xMTJg8ebKYzNra2jJ48GA+//xz3N3d8ff358WLF2zdupUvv/ySBQsWcOjQIdFs+fn5MXv2bKRSKXFxcfj4+LB582bWrFnDxYsXWbdunRggxcbGkpSURFdXF8OGDSM/Px8VFRWam5tRV1cnJycHCwsLsrOzsbGxQVtbm6KiItTV1TEyMqKkpIRr167h6OhIZmYmnp6eWFhYkJOTg6mpKU1NTXR0dCCVSkXY48CBA0XospubG/n5+SgrKwuZUltbG15eXrS2tvLo0SNh2pcPtOSyJCsrK27fvo2mpiYKCgpYWVlx4cIFPvnkE+rq6lBVVaW0tJT4+HhMTExwcXER2/6qqirKy8vJyspi1apV3Lt3j5KSEhISEvj444/JyMigs7NTSNykUiltbW2EhIQIr4yWlhYnTpxgwYIFFBQUMGzYMOETcnFxERkwjo6OKCsrk5OTg4aGBlKplNzcXBISEhgwYAAXL17Ezs4OCwsLXrx4wejRo4mOjhb5R1FRUTg6OpKbm8v9+/f59NNPUVJSYtKkSSxbtgxvb280NTUpKCjAysqK8vJyQbWUSqW4u7tz8eJFHBwcMDc3R01NTWTkHTx4kLi4OL799lscHBzIzMzEwcGBly9fYmpqKuT5p06dEoNGeROopaVFXFwcvr6+xMbGUl9fj5mZGdXV1YSFhQngTWtrKz09PWL70KdPH/bs2YOPjw8DBgwgLS2NjRs3snfvXhE8nZSUhL6+vgiy1tLSwsLCgtTUVPr06UNpaSktLS14eXmhra0tQrLlgCr577f8d1FbW5vOzk6+++47li1bRmFhIRKJBE9PTxwdHYmPjxdNqVwOqaioSFBQEOvXr8fe3l7Uu3v37jFx4kRUVVVRV1envb2dzMxM3N3duXnzJq6urrS0tNC7d2+MjIxoaWkhMzMTRUVFrKyshEKrtraWwMBAAgICxIYrPDxcAGHs7e2xt7cnKSmJhIQEfvnlFzZt2oSHhwf19fWUlpaSmZmJq6uryO5RV1dHQUGBZ8+eiftEDQ0NsrOzcXR0RF1dHV1dXaHCOXHixH9Up/7Xb366urrYu3fvH2Rp8kIBiHR6eHeBlsvM/tPz7yaa8omSv78/urq6ovFxcnJiyZIlf3r8+4VK3vjAO5R2UlKSMJnC73Qc+ZHDE6ytrZk1axZbtmwB3m005I3PpUuXWLFiBRKJhMTERKFl/e6775g3b57QOnZ2dhIaGsrx48fJysoSmvLg4GCmTJnCyZMn6enpAX7POMrLy0NbW5u4uDgxSfzhhx9oa2tj0qRJYpLU09MjkI27d+8WF+7s7GzGjx9PWVkZJ0+eZM6cObx8+ZKcnBwMDAzIzs4mNTWViIgIMjMzkUqlfPTRR7x48YJPP/2UoUOHinCq2tpaEYL5888/8/TpUzw9PTExMeHXX39l06ZN6OnpUV5ezty5c3FwcCAqKgozMzOOHz9OZmYmCgoKxMfHk5SUhJKSElKplCtXrghS2o8//khPTw+fffYZkZGRDBkyhO3btxMbGyuoeNu2bRMyIDkyuLi4mIcPH9LQ0MDTp095/fo1P//8M6GhoVRWVuLj44OTkxOtra0UFhaioqJCcHAwHh4epKWlIZPJaGhoQCaTMW3aNL777jsUFBR4/Pgxffv2JT09ndLSUu7evUtFRYUw0dfW1uLh4YGFhQXh4eF4eHhgbW3N+PHjefXqFTo6OgwbNgw9PT0hg5RjaGtra4mOjiY+Pp7evXvj7+8vyGz19fVkZmbS2dnJmDFjRJFZunQpoaGh2NnZERkZSVVVFYsXL6apqYno6GjU1dUpLS1FR0eHqKgokQ2UnZ2Njo4OXV1d9PT0CNmCfOokD/lramoiNDQUAwMDRowYQXZ2NuXl5UyYMIGxY8dibGzMmTNnCAgIYNWqVSxevJjVq1cL3XR0dDRNTU3o6enxj3/8g5iYGG7fvi2SzwsLC3n27BmHDh1CX1+fxMREjI2NKS0t5dChQygpKaGiokJSUhI7duzA399fyBP69OlDbm4uGRkZJCQkMHz4cA4dOiQazszMTC5fvkxaWhqpqak0NTWhr69PbW0tjx49IjIyEi0tLQYOHIitrS2FhYWsWbMGiUSCnp4eOjo6BAQE0NjYyKlTpwgMDGTmzJl0dHSQnJwsjNidnZ1IpVIKCgrQ0tLC39+f1tZW2tvbWblyJVOnTuXWrVscOXKE/v37069fPyHFOHToECdOnGDhwoXcuXOHyspKrK2t2b9/v5DC3L9/n5iYGIqKirC3txe0qNDQUIKDgwUcoqenh969e4uMmP+evz7d3d0sXbpUbDng9zrV3d2Nv7+/wDk3NDQIsIH8cf/uyHHT+fn5f/n/lpaWmJqa4uzsLLJfAIYMGSLQ7u+f9+uUvPEBxPVa7qWpq6sTigP5WbZsGfCuJson5/CufqWlpXHz5k3Onj3L1KlTkUgk5OTkIJFICAwMFLlcvr6+wDvP6ZAhQ7h9+zbR0dEC5S1HGn/zzTfk5uair68vvqesrIxevXrx5MkTsU3ZsmULWVlZhIeHExsbK8LHBw8ezIwZM7h06RLt7e2CuCgPgbxz5w5jxowhPT2dkpIStLS0KC4uJi8vj8ePH3P79m0RHZCamsqECRPw8PAQkvampiYRdCnP2LKzs8PAwIC7d+9y8uRJNDU1qa2tZezYsVhYWPD69WukUilr1qyhuLgYiURCZmamkF7r6enx7Nkz/Pz80NbW5ty5c3R3dxMWFsaLFy/w8PDg7NmzZGRk4Ofnh6GhIWfPnhWemOzsbK5cuUJlZaUIRU5KSuL27dtERkYKOpaDgwNWVlZCmqyqqoqXlxe2trbk5+eTkJAgJIobNmzgxIkTwDt4h5WVFYWFhYK4KvcdygdCtra2SKVShg8fjq2tLSYmJgwaNIi0tDR69epFWFgYWlpaYrvo7OxMQkICjY2NQiamq6uLs7OzILM1NTVRUlJCV1eXUJTU1NQwefJkAgICMDMzIzo6mvr6etGE37t3D1VVVWpqatDU1CQ2NhZXV1dUVVUpKSnBxcVF3Aelp6ejo6ODjo4OCgoKeHp6UlxcLKIOdHR08PHxobi4mNraWgYNGsSAAQPEQM/NzY2ffvqJSZMmCflzZWUld+/epbW1FS0tLY4ePUpaWhqvXr1CSUmJrKwsKioqSE5OZuXKlWhra4vPe01NDdeuXRN5Szk5OVy4cAEXFxeKiorEYK2kpITCwkKuX7+Oj48PK1euxM7ODisrqz/kMubn59Pa2iqIgwkJCWzZsgVNTU1cXFwwMzPj1atXzJo1CwUFBbS0tNDU1BRxD2vXrsXLy4vhw4fT1dVFbm4uXV1dok7p6upSXl6OhoYGzs7OdHR00NnZyf79+4VX+8aNGzg5OeHo6IihoaHItrt9+zYTJ07k1atX1NbWYmxszBdffEF9fT3W1tbEx8eTlpYmIAzyDdngwYPx8vJCQUGB9vZ2QT2V487/k/O/fvPj7OwsS01NJTU1FRcXFwICAsQWCPjTpEz+55gxY7hx44b4v/PnzzNlyhTgHS3t/PnzyGQyrly5Itbw69atE6SMe/fusWrVKvH4SZMmsWPHDo4dO0ZHR4fw6ci1r/Au6Vmui4Z3UIZFixYhkUh48eIFvr6+rFy5km3btomfc926dSLUVCKR4OjoKAg/8rX7wYMHiY2N5eDBg0gkErZt28aqVasoLy8XJIxnz579qYjOnz+fQ4cOUV1dLYIo5anJlZWVZGVl4e9ywadYAAAgAElEQVTvj0QiISAggKFDh7Jt2zY6Ojr49ttv+frrr8nKyuLAgQPMnTuX7u5uLly4wNKlS5k/fz53795FQ0ODWbNmsX37dsaPH4+HhwdHjhxh7dq1XL16lY0bN/LNN9/w+eef097ezsWLF3F0dCQlJYXy8nIsLCxwcXERNI+8vDwePnyIiYkJ2dnZSKVSfHx8ePr0KYWFhYSHh3P9+nWam5sFQnHgwIE8ePBA3Mi1tbUxY8YMDh48iJ2dHbq6uiJY0tfXl4aGBoyMjMR26MyZM/j6+lJSUoKfnx/Pnj3DxMSEBQsW8Le//U2Y9NPS0rh//z4ffPABZmZmzJ07l40bN4ow1JqaGjo6OjA0NCQ7O5tdu3Zx8uRJIdXLysoS8AA5ma2pqQkdHR1ycnJYv349mzdvRk1NjefPnzN//nyysrIwNjYWmUKzZ89GVVWVuro6hg4dSmlpKaqqqlRXV4v3cevWLcLDw/nuu+/47rvvSExMpLGxkbi4OPr27Ut7ezsbNmzg+fPnNDc3M23aNE6fPk1iYiIFBQXCz5SVlcXUqVM5efIkz58/Fzf5S5YsEX4hb29v4uLicHR0pLGxkStXrqCrq4uenh4DBgwgOzsbFxcX6urqaGhooKysjI8//pi8vDwKCgqwtLSkuLhYTAvNzc0pKSlhzZo13Lt3j4qKCnHBl8lkYqvp7u5OYGCgyJYoLy+nqqoKHx8fWlpaxLbzww8/ZM6cOTx48EDI7ywsLESgW0tLC2PGjEFFRYXY2FjU1dW5d++eyMSQb2mHDRsmAlzXr1/Pxo0baWhowMHBQWyK7t69y8CBA2lra8PKyoqqqipsbGy4fv262IiamprS2tpKYmIitbW1bN26Vdxwrlq1SgQK+vn58euvvzJgwAC0tLSoqqoSNK6TJ0/S3t5OWloaRkZGDBo0iJSUFKKjo1FWVhYyQKlUioqKCr/99hszZswgKioKNzc3YYDPz8+nra2NlpYWxo8fz9u3bwX9cfTo0Tx58gRjY2Oqq6upq6vjl19++e/m598cBwcHWUZGBo8ePSIwMJBx48b9wePZ3t6OiorKn+rUhx9+yNmzZ4F31/9ffvlFEERnz57NL7/8IuTK8s/JunXr6NWrF56ensTFxYmBx+zZsxk8eDDnzp1jzZo1dHV1CcltamqqME1fvHhR1EJ4J1OT09sOHDjAqFGjRMbYv6tTAQEBQoI+ePBg3r59yzfffMPbt2/Zu3cvEomE77//nq+++or4+HjmzZtH7969OXjwIJaWlpibm1NUVAS8k8Pt27ePpKQkrK2tBcrd0NCQV69eUVxczOjRo5FIJIwbNw5PT0/OnDlDdnY2GzZs4JtvviE6OporV64wduxYenp6ePDgAZMnT2br1q0CAjJq1ChOnTrFkCFDsLW15caNG8yaNYtnz54xb948jhw5wtSpU+nq6uL+/fvid6S6uhojIyP69OmDVCpFSUmJsrIy4uPj0dfXp6SkBD09PRwdHUlKSqK8vJyRI0cSHR1NW1ubuGlzc3MjLi6OyspKLCws6OjoYPjw4Vy5cgUzMzM0NTW5c+cOrq6uODk50dzcjL6+Ps3NzcJnKJfD9e3bl+TkZAwMDBg3bhw7duzA2NhYeJzi4uIIDAzE0NCQRYsWiTplYmIi/FS6uroUFxezfft2Dh8+zNOnT0W+lJqaGmPHjhX4bTmCW56rdPLkSVRUVEhOTmb8+PGUlJSgq6uLVCrlzJkz4pra1NSEl5cX1dXVKCsrU19fL8Iz5TK6EydOMHfuXLKzs2lpaSEjIwNLS0s6OzuZM2cOKSkpwpsYFRUlhmWurq6Ul5dTXFxMcHAwt2/f5saNG2Jj+fnnn9O7d28KCgrEBsjCwkIEp75/k19UVISNjQ1NTU00NTVRU1PD6NGjhZ9EKpWKwdHDhw+FxG/mzJkCAV1ZWYmCgoLAiUdERGBvb4+XlxfJyclYWVlRU1NDfX09jo6OtLW1UVZWxtmzZxk+fDhjx44lNjZWyO+kUinNzc0iAN7f3x9lZWUyMjJQVVXl9evXWFpaiqBYOek1JSWFvLw85syZw4kTJ2hqasLS0hIdHR0RLuri4iIGbA0NDRgbG/PixQssLS3JysrC0NCQtrY2cnJyaGxsZNGiRXz33XciDqGpqQltbW2cnZ1FLp66ujp1dXV0d3ezfv16Dh8+TEdHh8gNdHFxIS8vj+TkZJSVlYUqQ09PT6Dshw8fzqtXr7CzsxO0wLKyMjo6Omhvbxf3JvDODuLv709iYiIGBgbU19fT2NjIwYMH/7+x+ZEjfp2dnVmwYMEfGh/4axoO8Cc06/tBb/L8Afg9nFQ+5fj888/p16+fkJEBNDc3Ex8fLzSn7+uj5fI1QBgo5YGACxcuZOHChUydOpX+/fsTEBAgUmzl59tvv+XWrVsCe/z27VvgXYFpampi+fLlbNy4UZDZ5DpY+U1rQUEB+/bt+9P7P3v2LE1NTfz2229oa2szatQoQXALDQ0VKfQAS5Ys4YMPPhCND/xOz3vy5ImQARgYGGBsbIyhoSGVlZVcuHCBI0eOMHToUDo6OggICKC4uJj9+/ejoqKCo6MjX375JW5ubly9ehUHBweuXbuGvr4+H330EWvXrqWiooLKykqKioq4fv06CQkJhIWFoampSWZmJsHBwbS2tnLkyBEWLVpEUFAQwcHBrFu3Dk9PT4KDgzl+/LjARBsbG7NkyRJu3LjBzJkzBSp07dq1BAQEoKurS2FhIQsXLqSzs5N9+/bh5+eHvr4+y5YtE8bQwMBA5s+fj6WlJbW1tWhpaQmSSm5urpjiAmhra2NiYiK0v9evXxdG5sTERHx9fZk4caKQGiUkJACIMExfX18++ugjISPT1NTk008/pbGxkdbWVkpKSoiMjGTu3Lmkpqby9OlToqKiOHz4MGfPnhWbkH79+qGlpUVISAgXL14kNDSUXbt2MWHCBAoLCxk/fjza2tqYm5sTERHB9u3bSUtLY/Hixejp6REQEMDChQtJSUnh9evXHDhwgKKiIoyMjIB3AA19fX1CQkJIS0tj//79SKVSUUTd3d3ZsWMHPj4+7NixQ2RuyKUz9fX12NrakpCQwLFjx+ju7qa+vp6EhASio6MF4tPPz48NGzaQl5dHR0eHkI15enrS2tpKVFQUmZmZHDt2jFevXpGamkprayudnZ0kJCSQmppKYWEh6enpuLm5MX36dFRUVDAyMsLPzw8tLS3q6uqoqqqiu7ub8ePHi4t0S0sLc+fOpW/fvpw7d46enh5ev35NcXExTU1NFBQU4OTkJCZP8mZSnmVy+/ZtgoODhR8tIiKCvn37oqioyJw5c1BVVWXatGl89tlnlJSUcOHCBa5cuUJkZKTI2ejduzenT5/GzMyMt2/f0tTURF5enqAl5eTk0NHRgYeHBzk5OVy7do2srCxKSkrElHPXrl24urqSnZ3NzZs3efHiBba2tri5uWFiYsKdO3fo6upCQ0OD4OBg1q9fT1dXF9nZ2UyaNInKykrh21q1atVfbhH+e34/8g3N0KFDWbJkyZ/gNu+TSd8/586d+8O/P/nkE/H392ubvPGR16lVq1YxYsQIxo4dKx7T2tpKZmYmo0aNor6+/g+ghPfDReWfTbkfdeHChUyaNImgoCBGjhzJuHHjiIuLE7UA3tWpCxcuiIZHvomSSCS0tLQwa9Ysjh8/Lt6nTCYjLS2NjIwM1q1bx6tXr1ixYoX4meSNj9zsfOrUKTEYysjIQEtLi2nTpuHu7i6utZ9//jlDhw7l9OnTwncrDy1PTEyksrKS6OhodHR0MDAwwN3dnfr6er799lu++uorvLy8ePz4Me7u7lRVVbFixQoUFRUxNzfnwIED2NjY8PTpU7FJ0NHRYcSIEUJyVldXJ14jKyuLIUOGoK6uTmFhId7e3iLbJSwsDC8vL7y9vZk9ezb29vb069ePGzdu4OHhgY+PD/r6+oSFhfH8+XNGjBiBjo6OyDtyc3NDS0uLiooKtm3bRnd3NxERETg7O6Otrc3UqVOpqqqiq6sLLy8vtm3bhpGREU1NTWhoaODk5CSaMnmNl8lkaGpqYmBgQE1NDbq6ukRHR4tre1ZWFs7OzgwZMgQ9PT3U1NQESU+ObZbnt2RlZeHg4ICamhoTJkygpaWFtrY2qquriY6OZvz48RQUFJCUlMTr16+5evUqUVFRJCUl0draiqOjIxoaGvTr149Hjx4xePBgzp8/z6BBgygvL2fgwIH06tVL0MTOnj1LXl4eO3fuRFtbGzc3NyZOnEhubi7p6emsXLmSqqoqoQ568OABLi4ueHt7k5eXx8qVK9HT00NTU1PglJcsWYKDgwOfffYZaWlpGBgYkJOTg0wmo6WlBTMzM7Kysrhx4wbd3d00NzeTlZVFcnKyyJRxdnbm2LFjlJWV0dXVRWhoKMrKyiI6Ii4ujsLCQiIjI0lNTSUvL4/29nbht8rPz6e8vJwzZ85gY2PD+vXrUVZWRk9PD2dnZ4E8r6uro6enh5UrV9Ld3U1ZWRmtra2MHTsWa2trQRlOT0+nqqqK1tZWIbVzd3cXm76Ojg6UlJS4du0aMTExeHp6oq6ujkQi4cmTJ0IJNGbMGJSVlQkODiYsLIybN29y7949tmzZwvbt2+np6aG8vBw9PT2ioqJEg9na2kp5eTnt7e2UlJSIbZ2dnR3FxcVER0dTXFxMdXU16urqpKenc/78eWxsbCgpKeHHH38kJSUFc3NzbGxsMDQ05OXLl3R3d6Oqqoq3tzdHjx6lq6uLkpISBg8eTH19Pe7u7hQUFDB9+nSB1/9Pzv/65qerq4tTp05RVFQkgjtlMhnXrl0DfqeXyY98EySHAfxPyG/vb8H09PREZkF5eTlbt27FwcGBwMBADh06JKRqw4cPF68hp8DJDaASiYSffvpJ0HOePHlCbW0tI0eO/EMewtGjR3F2dub169fiou7r68vatWvZuXMnX3zxhcCEwjupg4aGhnjvf4WhnTZtGmfOnOHt27eoqKjw4MEDEZgXEREBwIgRIwgNDRVUos7OTiQSCZMmTWLChAlIJBIuXbrE6dOnmT9/PlpaWowYMYIVK1awbds25s2bx4YNG/jhhx8YOXIk2tra7N69m9zcXOEnMjIyYvHixXR1dfHy5UsePHjAs2fPUFJSoqWlBTc3N8rKykSjExYWJlbD8s3T+fPn2bBhA42NjSxduhRFRUXevn3LkCFDSE1NZd++feTn5wvU4/379zEyMqKiooKuri7RUBYWFnLt2jU+/vhjkQLt6uqKh4cHqqqqXL58mfj4eKz/70yIjIwMlJWVGTRoEKampnh7e+Pt7Y2fn58wqGZnZyORSEhKShJNnJwcJ5PJcHNzQ1dXl+vXrxMeHo63tzcxMTFMmDABIyMjysvL2bt3Lw8ePODatWtER0cTFBTEBx98QFVVFc3NzdTX12NjY8P9+/dRVVVl8ODB2NjYCEJYV1cXn3zyCfr6+kJuN3z4cEJDQ0WgnVQqZe3atQwaNIjk5GQRkOrg4EBkZCSampq0tLTw4sUL5s2bx7Jly/j444/x9fUV20s1NTWOHj3KmzdvcHd35+OPP2bhwoX4+/sLrGtxcTG+vr5s3ryZkJAQMjMzaWxsRFlZmXnz5qGsrMypU6cYNGgQenp6RERECBrQyJEjUVVV5eXLlxgYGPDmzRsUFBRQUlLC1dWVmJgYli5dKnw0RkZGBAUFCd9SZmYmhYWFtLa24u/vz5w5c8jPz2f27Nm8fv0aBwcHjh8/Tnl5OS4uLgwYMICDBw8yZcoUzp8/z9ChQ0lMTOT58+cUFBSQl5fHkSNHcHJy4uLFi1RVVYkNlDxbQI7O1dbW5u3bt2zYsIH8/HzOnj2LoqIiLi4uWFpaCqO13EgsD7aUFxJra2uMjIzEZHvIkCGEhIRQUlJCbGwsffv2paWlRWSafP3117x69Yphw4aJzJBvv/2WoUOHUlFRQVZWltj0eXt788EHH2BkZCQanH79+jFixAhsbW2prq4mIiJCpMZ7enoSGxvLrVu3MDIy4tWrV+Lm/r/nr093dzc///wzcXFx7N27F3hXT+TXfjlZTX7ktUaev/M/qVPyySfwB5BHbW0t+/fvx8LCgokTJ3L16lUhVVu+fLl4DTkFzsPDA3hXT3bt2iWyvK5du0ZDQwMzZszg559/Fq91/fp1kVV04cIFurq6RHOwfft2gYCW/3xGRkbY29sLmXefPn3+0FDBu2bv2LFjItwwNjZWyMrlcquwsDAB7Fm5ciVdXV1YWlry0UcfMWPGDEHX++GHH5gwYQK9evXC19dXAHi+//57jh07xsmTJ1mxYgUaGhosX75cTPVNTEzQ1dXlgw8+oLu7m/T0dPbs2UNSUhKKioqCElZTU0NhYSE+Pj4MHTqUtLQ0FBUV+eSTT0QA8tGjR2lubmbXrl0oKiqKAOS8vDxWrFhBWVmZGAzGxsaip6cnpuXyhrKiooKnT58yZswY5s+fT2lpKX369MHe3l7EE2RmZmJsbMyFCxcoLCxESUkJNzc3DA0NcXBwwMHBARcXFxG+LpfZ5eTkUFdXR0VFBTY2NsK0bmtri6amJs+ePWPkyJEiYDIgIEBIsS5evMibN294+vQpycnJAvJQX19Pa2srTU1NmJmZERsbi5KSEh4eHpiampKfn4+enh7d3d0sXLhQ5OKpqKjg4+MjrjklJSXo6+sze/Zs3N3dycnJISkpiVmzZmFpaUl0dDSqqqq0t7eTkpLC+PHjmTp1Kps2bcLR0ZHQ0FAkEgn+/v78/e9/JysrC1tbWzZu3Mi2bdtwcXEhJyeH7OxsQRE9efIkPj4+FBQUCAT5uHHjUFJS4vbt26IRffjwIZmZmbx8+RI/Pz9UVFRITU1FR0dHeEKVlJREXd65cyfr168nLCwMfX19+vXrR0VFBe3t7RQVFVFVVUVbWxuurq5s3ryZsrIyxowZQ1paGubm5ty8eZOamhpsbGxwdXVl7969hISEcO/ePTw9PcnOzhbqmZiYGK5du4aVlRUPHjygvr5e1Am5bzQ9PR2JRCJko/PmzaOiooJ79+6J301jY2PKysq4evWqACl0dXXh6uqKTCajuroaExMT9PT0GDhwoIgL6d+/P1VVVWRkZGBlZUVbWxv9+/enrKyMw4cPk5aWho+PD4aGhigpKTF37lwRIHzu3Dnevn2LlZUVc+bMITAwED09Pbq6uiguLsbJyQlfX1/Mzc1FVmRXVxeenp44ODiQnp7Oixcv0NfXJz09XUBi/pPzv775UVRUZObMmSInR56rM27cODo6OoiKihJBcu+ff90Q/U+OfDM0a9YsIiIiBLFH7sU5duyYMAjKvSoSiYRHjx4hk8kYPXo0NjY2wLu8hfdPTk4OvXv3Jjw8XHxNHlrar18/oqOjgXfQBLkfafny5WLDJJFIWLx4McOHD2fNmjUC2bx69WpkMhmBgYFYW1ujq6sL/I6+lhcdOYkO3umuL1++TEZGBk+fPhVEjvcDVb/55hsuX77M7du3efnypZiwP378mKKiIsLDw4Uvp6CgQKQ6nzp1ioEDBzJo0CBOnz5NbW0tM2fO5OzZszg7O3P79m2B4XZxccHLy0vI/UJDQ9HT08PAwABtbW0uXbpESUkJ5eXlguf/66+/snbtWnR0dDh69CiVlZU8efJE4IFVVVUpLCxES0uL9vZ2kpKShClfbha1srLC2tqajIwMYmJiqKurQ01NDTU1NVxdXVm2bBmNjY2kpaWxYcMGoqKisLS0RE1NTYTkqqmp8ezZM+7fv4+zszPd3d306dNHaF8PHjyIjo4OHR0dPHnyhObmZhGy1tXVRVdXFwYGBpSVleHn58f48eM5f/482traSCQSxo8fT1hYGNbW1nh6euLt7U1GRgajRo0SwZvyz8aJEydExkBpaSmnT5/G0tJS3Ng+fvyYhIQEhg0bRldXF48fP6a5uZnIyEiuXr1KdHQ0lZWVREZGoq6ujp+fH3v27BG0JzlF7fnz5zQ0NPDo0SNBPlq9ejXV1dWsXbuW8vJy7OzscHd3Z8KECQwcOBBFRUUKCwtpb28nODiYBQsWiGyn3bt3M2zYMI4cOSLW7Lq6ugQGBlJaWsrYsWNJSkrCz8+Pu3fvYm9vz7Fjx6isrMTV1ZW6ujpB5LGzs0NJSYmGhga0tbWxs7OjtrYWRUVFWltbMTMzIzs7m1evXmFmZsbEiRPZsGEDvXr1QkFBgebmZrS0tDAzM0MikXDs2DEWLVpEfX09BgYG+Pn5kZubS2ZmJvb29vTu3VtI7nR1dUXI6QcffEBgYCCHDx8Wa/yQkBB0dHR4/vw5paWlLF26lLCwMNrb29m8eTPa2tp4eXlx7tw5GhoaOH/+PLNnz8bQ0BCpVCpusMaOHUtVVZUgRFZXV9PS0sKWLVvIyckhKCiIxMREysrKKCgoYPv27fzzn/8kOzub69evU19fj5aWFqtXryYuLo4XL17wz3/+k8rKSj777DO++eYb0tPTsbOzw8/PjytXrvzhmvDf8+ejqKjI/PnzRS2SD98+/PBDcnNzefXqlZjQvn/+dUP0nxw56lqePbdgwQJOnTrF0KFDqa+vF01DZGQk69evBxBeFYlEwtWrV5HJZAwYMEAEjb4fmArv6o+uri5z584VXwsJCUFXV5fhw4eTnJwsbhBLSkro7Oxk5cqVNDU1YWFhgUQi4YMPPiAsLIyZM2eKvJt169ZRWlrKhAkT8PHxEVK8r7/+Gvh9Q/XmzRtRq0pKSti9ezf5+flcv35dhHr+9ttvSKVS4J3k7/bt28TExJCamip8B/LByogRI4iOjsbe3p6Kigrc3d3p6enh5s2buLm54e7uzp07d2hsbGTDhg3cu3ePPn36EBMTI4Znffr0wcHBQTQpQ4cORVtbGx0dHbS0tNiyZQtVVVXU1NRgaGiIiooKd+7c4eDBg2hoaBAZGUltbS0JCQnIZDKeP3+OiooK5eXl9OrVi87OTgFVUFBQIDMzEwMDA4yMjDAxMaGgoIDU1FQaGxtRUVFBVVUVa2trpkyZQnNzM7m5uRw7dozXr19jZGT0f1H33uFRVvva/2fSeyG9N1JISIEkEAJJ6BiKoUkzoFJFkaKgsBHQDSIgHcSNuCkCEkORXkzoJBBM74WEkN57LzO/P9jPOqCe3/F9z/Wesq6Li8nMMyUzmWet9f3e9+dGTU2NjIwMdHV1UVNTIzU1lYSEBBwdHZHL5VhYWGBvb8/z58/55ZdfxGtISUmhvb2d9vZ2jh49Sm9vLz09Pejr61NbW4u7uzuBgYHcvn2bkJAQIYMcPnw45ubmuLi44ObmRnFxMUOGDBHh3tJne/36dTo7O1FWVqampoZff/0VMzMz7t27R1dXF0lJSTx79gw/Pz/kcjnJycm0t7fzzTffEBsbS1paGg0NDcTExKCuro67uzvnzp0TfmWJopaenk5raytJSUmCsBYeHi5Jo6irqxM5SsOGDcPT0xNlZWWqqqro7u5m4MCBhIWFUVZWxty5c0WswNWrV4UnSEdHR8j6Vq9eTX5+Pu7u7uzbtw9ra2vxmTs4ONDc3Iy2tjYqKipYWVmhrKxMW1sbOjo6Ap4jZfJIHjVJvjxnzhwWLVqEhoaG8GNqaWlhbGyMlpYW69evZ+rUqa/J0crKyigpKcHa2hp9fX0hudPX18fR0VHQZQcOHMilS5fIzMzEysoKf39/dHR0SE9Pp6amhvDwcEJCQujp6eHEiRNoa2vj7OzM7du3aW1tJTo6mgkTJqCvr0+fPn2orq7m22+/JTAwUJCTq6qqaGxslIAElJWVMXDgQPLz86mrq6OyspJly5aJtZ6kZtHU1OS7774jJyeHjIwMLly4QH19Pbt37+aHH37gxYsX2NjY4O7uLmA/f3X8h5sfmUx2VCaTVclksvRXrvtZJpMl/+tfoUwmS/7X9fYymaz9ldv+8cp9fGUyWZpMJnsmk8n2y/5iqatPnz7IZDIh2bp06ZJobamqqvL06VMGDBggPcdr/2/YsIHq6urXfEGvDilA9Pe3v/XWW8K7M23aNMLDw8WXMygoSLQ+gdcmDalKFhgYSH5+PkpKShw8eFBouqUhaaelMX36dFEt27Nnj3jsxsZGgbq0srISE4SDgwOFhYW0tLQITLRULbt7966oxkgjMDBQ6MwtLCwEDWj16tUAwuAcHR3NyJEjgZeZEV9++SUODg5MnTqV2bNnc/ToUdasWcO+ffs4duwY4eHhTJo0iePHjwt0Y1xcHGpqaowYMYJZs2bh4+NDVVUVoaGhrFy5kp6eHjIyMiguLubQoUMiVygyMpLHjx8TFxcnMg6kjeCOHTtwcHCgp6eHjRs3kpGRIcy6PT09mJiYYGVlxfTp00lJSeGjjz4SLeXbt2/Tt29fTE1NKS0tZcaMGXR2dlJQUIBcLhftdCcnJwoKCvD19SU/P5+amho6OzsJCQlh7NixeHt7k5ycTHx8PImJiQIZ7e3tzahRo3B3d6dfv36YmJjQ1NSEhoaG6NJ8+umn5OXl8eWXX9LV1SUACZmZmfT29uLl5UVLSwvKyspMnTqVwYMH8+GHH2JqakpdXR3ffPMN+fn5NDY28vDhQ3p6eiguLqa1tZWUlBRhAHVxcRFtby8vLxFS5u7ujq2tLZ999hklJSXI5XLeeecdXFxcKCoqIicnh9TUVJF7YG1tTU1NDYGBgYSFhXH48GEUCgUXLlzgjTfeEBXjs2fPEhERIbopZmZmHD16VBhD169fLwLpMjMzBW1v3LhxrFu3joEDB3L8+HGuXLnC4sWLGTt2LCNGjCAgIABlZWUsLS0JCAggKCgITU1N4eO5ePEiRkZGvPnmm8TExLBo0SLq6+tFEKiHh4cIi5U2gCNHjqS3t5eFCxdSWFiItbU1ycnJXL58WXw/Z82axfTp02lra+PatWu4u7vT0tLC9u3bWUhHkLwAACAASURBVLhwIc7Oznz66afMmDGDiIgIrl69ikwmE3kejx8/ZvLkyeJ9PHv2LA0NDejp6WFnZ0dwcDAymYx33nlHoNmlXKpBgwaRlJREVFQUPj4+qKio4OLiwj/+8Q9sbW0pKChg0qRJbN26lYcPHyKTyZg5cyYZGRm0t7djb29PT08PcXFxpKam8uGHH5KamkprayvLli3D1dWVoUOH8vDhQ0FwW7JkCc+fPxd5Hzk5OYSGhnLx4kXGjRuHioqKoCv9Tw85/e+ep/T09LCxsREL5e3bt4toA3t7ezIyMhg1apT0HPT29r42T6Wlpf3pPCWhhIuLi8XtUqj1vHnzmD59OvByLgsNDcXLy4vLly8zadIk7t+/j6GhIUpKSiJ8FBCFO09PT6Hz37Nnz2vSPB0dHaEUkMaSJUvEBu7MmTNi49Ha2sqgQYOEzFiapwYNGiQIVufPn0culwtss0SFy87ORkdHBx0dHUJDQ8nMzEQmk2FiYiKq0nPmzMHIyAg/Pz+UlZU5cOAAvr6+tLa2EhwczJdffomVlRUffPABq1at4urVqxw4cIBNmzZx9epVPv30U4KCgti2bRtKSkpoaWlx5coVVFVV8fPzY8OGDaJIMmTIEGbOnElPTw8FBQVUVlZy/vx5dHV1kclk3L59m7S0NDIzM0lNTUVJSUl8dqdOncLCwoLe3l4WLFhAQUEBgYGBAMKQbWpqyogRI8jLy+Ott96ivLycuro6UYwxNDQUOOeuri7KysqQy+XCG2JlZUVZWRlubm6UlpbS1NQkFupDhgzBycmJvLw8srOzycnJQUtLi6amJpydnfHz88Pe3h47OzsMDAxobW1FTU0NR0dHfHx8OHToECUlJfzwww/09PQwfPhwGhoaeP78OXK5HCcnJ9ra2lBWVmbt2rV4eHgwe/ZsDAwMaGpq4tSpU0IenJycTG9vL5WVlUKOKc0DUh5fZ2cnffv2xdDQUJBrTU1NOXToEFVVVcjlckJDQ7GxsaGyspIXL16Ql5eHrq4u3d3dmJmZCdlTcHAwFy9eRKFQ8PXXXzNkyBD69u0LvIwV+frrr7l+/Tr19fUYGhry+eefU1NTQ0tLC99//z1NTU3o6+vz/Plzbty4gY6ODgEBARw6dAhXV1eRLxcWFsagQYPw9fXFw8MDZWVlTExM8PDwwMvLCw0NDcrKyoiIiODhw4fo6ekRFBREWloaYWFhNDc3ExISQkxMjJCAa2lpcevWLUxNTfH19UUulxMWFkZ5eTlmZmbk5eVx8+ZNAd3asGEDI0eOFIhyX19f2tvbOXnyJG+++SbW1taEh4fz+eefEx0dLfzg9vb2mJiYkJ6eztq1a0VR9u7duzx8+BAdHR0sLCyE5UECRHl4eNDS0kJKSgru7u7k5uby22+/4ezsjIqKCnZ2dly4cAEzMzNKS0sZOnQoJ06cEL/bmDFjKCgooLOzEwsLC+RyOenp6eTn5/PNN9/w7NkzOjo62LlzJ7a2tnh6epKSkoKhoSE5OTlMnjyZ8vJyjI2NaWlpEZvq+/fvM3jwYJSUlGhqasLQ0BB7e/u/croG/lrn5zjwxqtXKBSKmQqFwkehUPgA54ELr9ycL92mUCjef+X674BFgPO//r32mP/uC1RSwsPDg5qaGvbv38+jR4948OCBWMDv2rXrteMXL14sLm/ZskVMFK+OpKQkEZz4ZyMkJISEhATxc2RkpKAdSWQ5eCldkCprgKiSSV86qVPU1tbG1q1bxXFFRUXAy0nO3d0d+GM1TyaTsXbtWurq6jh//jz29vZs2bIFhUJBQ0MDH3/8MVVVVfj7+wtMrjQkGcHMmTNZt27da9IFqSK3c+dOli5dyvHjx7l9+zaVlZUMGjSIo0ePsm7dOpqbm9m/f7+Y4BwdHYmKiiI4OJirV69y+PBhjh8/zqhRo9DQ0ODBgwf4+/szaNAg0UUJCAigoaGBuro6Tp48yaJFi8jLy0NTU1OQYWJiYmhra2Pu3LkEBASQlpZGTEyM0A9L6csPHjxg3LhxbNiwgRcvXhAYGMhHH31EeXk59fX1glKSlZXFgwcPCAkJEdKHlpYWgSiVzJNubm7Ex8czaNAgNm3axNatW2lubiYlJYXOzk6xMNiwYQORkZHiRLd27VoUCoWY1GQyGUpKSsyaNYu6ujqht01OTsbDwwMTExM2b96Mr68vv/zyC3V1dQIrLaGNHzx4gI+PDzk5OSJk9P333+fevXsiMPby5csC8SglLRcWFhIaGoqvry8dHR2MHz+eYcOGUVdXR0ZGBnK5nOzsbJ49e8YXX3yBoaEh77//PiNGjBBJ0j4+PsTExNCvXz/09PSEVKyiokIs3CWCSnR0NJs2bcLDw0NUn7777ju6urrIzMyksrKSs2fPEhgYiLW1NcHBwdja2pKQkIC3tzdqamoYGxujpKSEl5cX3d3d/PjjjwQHB7NixQqqq6uFfl5JSYnKykqRrwCIDsvatWuxtLQUCeHHjx9HLpdz7tw5wsPDSUpKElhda2tramtrSUpK4saNG+zbt4/Ro0fz/Plz2traOHHiBOrq6hgaGpKRkYGamhqampo4Ozuza9cujh8/TllZGb6+vhQWFlJbW4uBgQEqKirk5+cLJKgkT9u5c6eAG6ioqDB//nw0NTXR0NDg7NmztLS08OTJE1RVVdHR0SEnJ4ewsDBqa2vx9/enq6tLELtevHjB3LlzUVJSIjExkfLycsaNGycWwlJXztzcnGfPnjFo0CC8vLwYNmwYM2bMoLm5mYCAABYtWiSkbZL/q76+nmfPnqGkpCQMq/b29qxZs4bt27czduxYtLW1uXfvHhUVFcLH+D94HOe/cZ5SVVXFzs6OhoYG9uzZQ0pKClevXuXUqVPAv5HSpPHqz1u2bMHT0/MPj3nnzh1cXV2Jj48X8wP8m9R70qRJwisKL7+f9+7dA3jNC9Tb28sHH3wgfpYk2/7+/q/93NnZKfLnWlpaRB6QVNlvb28XhcZNmzZRXV2NTCZj3rx5YvFraWkp5qns7Gxmz55NQ0MD/fr1w8zMTNwf4NtvvxXf1Q8++IC//e1vonpvbW3N3Llz2b59O1OnTuXw4cPEx8dTW1vL/Pnz2bhxI+vXr6e1tVWELzc3N+Pq6kpcXBwDBgzg5s2brF27lo0bN4rwamnuHzt2LOnp6bS0tNC/f39aW1tpamrixo0bTJ48maKiItTV1Wlvb8fS0pLU1FTa29tF2PezZ89ITk6moaGBlJQU5HI5ysrKAid/+PBhKioq8PT0ZMaMGdTW1tLc3Cw2XxJ6fsCAAbi7uzN37lw6OjowNTUVwJauri7s7e1FcOTChQs5fvw4ra2t5OXl0dXVJSr4hw8fJjo6GkdHR/GZKBQK4XuS5qkxY8aIjUdDQwN5eXkMGzYMQ0NDFi1ahJubG9u3b6exsZHa2lpMTU0xMzOjvb2d5ORkXFxcKCws5NSpU+Tk5DBt2jSSkpKE3/n+/fu0tLSgoaFBZmYmT58+paKigsDAQNzc3Oju7iYwMBAvLy+amppeK0IWFxezePFi9PT0mDJlCr6+vqIbIuGRJazypEmTKC8vF++rtra2UEDEx8dz5MgRofTo7u4mMjJSkMrq6+u5ffs2/fv3x8TEBB8fH8zMzES3W1lZWZDfXFxc6OnpER7jPXv2UF9fT2VlpVAh1dbWoqamRkdHB4Dwh+3fvx8TExNSUlJISEjg2rVryOVy7ty5w7hx48jJyWHkyJFMnz4dU1NTmpubycnJITY2loiICPz8/CgrK6OtrU1EVujp6XHmzBlUVVVRU1PDxsaGFStWcPXqVWpqaujXrx8VFRUifkRJSUn4mIuKiqipqSE7O5uPPvoIW1tbgavesGEDampqaGhocPv2bdrb20lPT0dZWRlNTU2KiooIDg6mqalJfI5Sl7usrEwASXJzc6mpqSEgIED4fyIjI9HQ0MDIyIiSkhL69esnlCGjR4+mtbUVDw8PsTm8d+8ew4YNo6KigqamJtEYePLkCY6OjlhYWPD222/z4YcfEhAQgKamJomJiQJM8lfHf7j5USgUD4A/5cf9qyo2AzjzZ7e/cpwFoKdQKJ4oXpavfgQm/5UXWFBQwMcff0x1dTUrVqwgNDQUhULBp59+yoMHD8jLy5NeJ4DQP/9+SPIvmewlBz0kJOQ1CZhMJuOzzz5DJpPx4MEDEQAHiOeQgpReHbt37/53X/unn37K5s2baW5uZv369WLTI3VX4GXgouT/OXfu3GuoVInKBLyWXKutrc3PP//M3Llzqa6uFuFkf/vb38QxUVFRvP3227i4uNCvXz9kMhn6+vrIZDJOnTr1mlxgz549xMbGCrnE1q1bUVVVfe09kKhiH374IaNGjcLDw4NLly6xcuVKDhw4QE1NDb/99hsymQxnZ2fCwsJYtmwZX3zxhUh+/umnn5g3bx5jx45l8uTJhIeHM3HiRLS0tMQmpr29naFDh4pOQ2NjIwMGDGDq1KmcP3+eiooKgoOD2bt3L/v27aNfv344OjqKzBhjY2MsLS158OABOjo6fPvtt+jr63P//n20tLRoa2ujurqaoqIiVq1aRV1dHVFRUcTHxzN8+HAGDx6Mr68v5eXlGBoasmHDBszMzOju7hYBbVIIqkwmIzY2ltzcXKKiokhISCAlJQVjY2PgJY2krq4OGxsbTE1N0dfXp7e3VyxipdTxDz74ABsbG7KystDQ0CAtLY0ff/yR4cOHExYWxqJFixgzZgx9+/YlISGBt99+Gw0NDYKCgnj69Cn379+nvr4eAwMDkpOTkclkmJub4+npSWBgIO+//z51dXUEBQWxZMmS16QTt2/fxtrampCQEGpra0lNTSUkJEQAA+7evYuzszMymYylS5cSGRmJsrIynZ2dfPfdd5w/f55Ro0ZhbGyMra0tYWFhHDhwgNjYWDIyMrhx4wa1tbWoq6vz9ttvi0WDtbU1ubm5GBoa0r9/f9zd3VFRUUFLS4udO3fy/Plz9u/fT3R0NMePHxeystGjRwtZnoODAzY2NkJ+9t5776GqqipkMnfu3MHDw4P29nY6OjqYMmUKcrkcNTU1TExMaG1tZeTIkYLmI72X3d3dDB48mEePHgla0pMnT2hubmbHjh288847Qt9dUlKCh4cHN2/eZPPmzcydOxcVFRUsLS1Fkru/vz+PHj0iJycHZ2dnDA0NuX79utCdP336FF9fXxoaGkSYb0FBAcHBwWRlZSGTyRg8eLCQWL755psMHjxY6PGfPHkiMLJ6enri8SSUqK+vr6gEjh49mqFDhxIaGoqHhwfjxo1j48aNHD16FBsbG3bs2IG7uzs5OTkkJSURGBj4GrTif+r4756nioqKCA8Pp6Ghgb///e/iHLZv3z6uXr0qzv3SPCWda38/JN+oTCYTkpRXZd0ymUyg069evUpmZqYAGBQXF2NoaIi/v78ABUnjz55PWVkZeDk3bt68mba2NjZs2EBiYiLwOnzh4cOHooh28uRJ4WuVhjSfSBJxAC0tLaKioggNDaWhoYGDBw+irKwswlaVlZWJi4tj3Lhx2Nvbi0W4i4sLMpmMo0eP0qdPHwwMDHj//fdZtWoVaWlpfPHFF2KTpaysLIAn8HJjqKKiwvTp00W45/3795k9ezaRkZHU1dWRmZkpQjaDgoJ46623OHLkCL6+vpiYmHDr1i3Gjx/P4MGDCQoKIjQ0lKFDh6KhoUFtbS1NTU10dnaKCvmOHTtobW3F1dWVESNGcOfOHWpqavDx8SEiIoKIiAjs/xWmbWVlJYADxsbGJCcno6WlxdmzZ9HW1iY+Ph4NDQ06OjpoaGigoqKCWbNm0dTURFxcHCdOnMDX1xdPT0/c3NyoqalBR0eHBQsW0KdPH3p6eqitrSUyMhJ9fX28vLwwMDAQJE9JxpeXlycotdeuXRPELwMDA3R1dZHL5dTW1jJkyBDa29vx9/cXvsHCwkLU1dXJz8/n2rVr+Pr6MmfOHCZPnkxAQICYy9544w3U1NTw8fEhIyODxMREmpqa0NXVFWsqIyMj+vbti7e3N1OnTqWpqQlvb2+2bt1KYWGh8OFI8JyBAwfS2NjIs2fPGDhwIJWVlTx//pz4+PjX5JZRUVGoqKjQ3d3NhQsXuHv3Ln5+fujr62Nqasrw4cM5e/YsqampPHv2jNjYWBoaGlBTUyM0NJTS0lJyc3MxNjamqKiIkJAQnJycsLe3R1lZWUjvy8rKiIyMJC4uji+++IKGhgZ0dHTw9/dn//79qKurY2lpiampKTY2NvTp04dJkyahqqpKdXU1ERERxMfH4+DgQEdHh4AtSeGhBgYGwkPT0NAginSJiYnCj5OSkoKBgQHTp08nLS2N1tZWTp48yYQJE4SCQgoDjY2N5e9//zubNm1CWVkZY2NjDA0NaW9vx93dnaSkJIqKirC2tkZPT0+8Lw4ODmRkZAgKYWFhIcbGxpSWljJw4EAROOzu7o6GhgbJyckEBwcLD6uBgQHp6eloaGgwYsQIkQvk5uZGeHg4T548wc3NjXHjxjF//nwGDRqEt7c3gYGBODo6iiLe5cuXMTU15eTJkzg6OlJYWEhOTg5eXl4YGhqKoOW/Mv6znp8goFKhUOS9cp2DTCZLkslk92UymXSGtAJKXjmm5F/X/Yejvr6eFy9ecO3aNeDlCXXZsmWsWbOGFStWcODAAWbNmvWH+0mTjPS/1IWRRm5urrhcXV0NvJQq/P6+DQ0NrF+/HniZh7N8+fLXjiksLOTAgQNkZWX9acbQ559/Lqp8dnZ2KBQKXF1dXzsmPDyc7Oxs3nrrLZH/oFAohB9FoVBgbm4OvJz8EhMTuXfvHvr6+syfP18w81+V47333ntMmjRJUOuMjY2FFG7u3Lns27cPOzs7li5dSv/+/YmPjxfVOnjprZJkD7t37xZ+iTfffJNHjx6xd+9eQQjbu3cvt27dIjExUciGJHa/VNU+cuQI165do7S0lOTkZJHiHBUVRV1dHYWFhUyaNAkrKyvu3LlDT0+PIIts2bIFY2NjGhoaWL16NW+88QbvvPMOQUFBKBQKSktLefz4schl0dLSws7OTnRfJK1rfHw8vb29tLW10dXVxaJFiygsLOTKlSvs3LmT27dvEx0dLfSuK1euJCUlhX/+85/cvXuXhQsXolAosLS05Nq1aygpKWFvb4+1tTWFhYVoaWkJf8uwYcM4duwY/v7+bN++nezsbKZNm4aBgQHOzs4YGBgIKeLNmzdFVtKOHTt47733xGb1+fPnmJiY4O3tjYWFBeHh4chkMt58802xsI2MjKS7u5urV68yZswYsSD+4YcfMDAwwNzcnF27duHs7MySJUu4ePEiZWVlwrBbW1uLubk5AwcOpKioiKdPnwqS2LBhwxgyZAjwkgIzYcIEoqOjUVZWJisrC2dnZ2xsbIiKisLAwIANGzawZMkShg4dytSpU0lOThYt+rKyMiwtLUVVytHRkejoaC5dukRgYCDq6up0dHTg6uqKn58fX3zxhfhsBw8eTG9vL8nJycjlclJTU6mtrRV/bw0NDdy+fZu8vDzs7OwICAhg2bJlgnxkbm5OZmYmM2bMoKmpCU1NTYyMjKipqRFYzcuXL+Pn5ycwppMnTxZJ7hKdTkVFBXV1dczNzQkMDOTvf/87VVVVwnh7/Phx8vLyCAgIIDo6mg0bNgh/nBRYp6GhwZQpU9i0aRMKhYLGxkYeP37MhQsXsLGxEZ/ZgwcPsLOzE0nqxsbGfP3113z//feMHDmStLQ0TE1NCQoKom/fvqxcuZKSkhJaWlpwdHTE0dGRwMBA2tvbefjwIbNnz8bOzg4fHx8qKirYunUr1tbW/PLLLyxcuBANDQ1aWlooKCggISFB+BdmzZolPG7/S8f/83mqtraW8vJyrl27JryDK1euZN68eezatYvIyMjXNhPNzc3AH+epVxUC8Hq+T2ZmJvBvBTfpPi0tLeTm5grlQXx8vJBjS8eUlZWxZ88eYmJiXssYksbnn38u5hFfX98/nacWLFhAbGysiDaQHl/C5La2tgqvi0wmIzs7mytXrqCrq8v7778vpOTPnj0T89SSJUuYNWuWCA2X5jzp+c6cOUNISAgrVqwgKCiIzMxM4ZeRjpcKg9988w0FBQWYmZnxySefkJKSwk8//YSenh7e3t588sknfPvtt+Tk5DBr1iw6OjrIy8ujra2N4OBgGhsb+fzzz3n06JEwcEvY56dPn9LY2EhZWRnBwcGYmJjw22+/IZfLOX36NAqFgqNHj2JgYEBzczPh4eEEBgYyYcIEBgwYgEKhoLq6mrS0NHJyckQxw9zcnNzcXJycnGhqaqKlpYWsrCx6e3sFGeyrr76irKyMhw8fcurUKZ4+fUpcXBxaWloUFBTw9ttvk5uby8WLF4mPj2fy5MkoFAqMjY2JiYnByspKLMDLy8vR0NDAy8sLZWVlgQ338PDgxIkTFBUV8emnnwofiuT3VFJS4smTJ5SUlBAcHMzJkyeZNGmSMNHHx8djaGiIs7MzxsbGjB8/HplMRnBwsFjYRkdH09vby8OHD/H390dfX5/09HQuXryItrY2RkZGnD59GhsbG6ZPn87du3dFQLOysjKNjY0YGxvj6upKRUUFGRkZODs7U1ZWhre3N15eXgDib+XJkycC8mBtbY25uTlxcXHo6enx3XffMXXqVHx8fASYx9/fn+7ubqqrq4XESkdHBysrKw4fPsz9+/fx8vJCTU2Nzs5ObG1tcXd3Z9GiRVRVVZGamoqHh4cIaJfL5Tx79ozGxkZGjRpFR0cHTU1N/PbbbxQXF4uQ2m+++QYHBwfhmXn+/DmjR4+mpaUFdXV1DAwMaGhoEMj0hw8f0q9fP4yMjGhoaGD48OECIHXlyhUR1q2qqiqoh0uXLqWhoYExY8awefNmNm3aRHFxMZ6enjx9+pSFCxeSmJhIVVUVDQ0NKCkpoaamxvDhwwVorLW1ldTUVO7evYu5ubn4zBITE0WOnpRlt2zZMi5cuICfnx95eXkYGhqKsOA9e/ZQVVVFe3s71tbWWFlZ4e3tTVdXF8nJyaxfvx4LCwtcXV2pra3l2LFjwnYyefJk1NXVaWtro7S0lOzsbBGjIXVz/+r4z25+ZvN6Na0csFUoFAOAj4GfZDKZ3v/pg8pkssUymSxeJpPFAyQkJIiQ0KqqKg4ePMilS5cABE3s1fFXsotUVVXFZalq9WdDX1//NcmBmZmZyGGAl21eaZH1e2kDvGyBSsnc0pDyNODlhuXKlSuiXfeqh0iSLqxbt45r164JKZ4kpZCgBu+88w6LFi0Sk5dMJhOghd7eXqZMmfJargNAYmIiRUVFHDp0iK1btwrksuQh2Lx5M99//z3Dhg1j1apVZGZm8uTJE+7fv8+ZM2fYvHkz8+bNQyaT4efnJ8z00m49Ly+PO3fu4ODgwJUrV7h//77AbDY2NhIcHExhYSGNjY2C5nX+/HneeOMNjhw5go2NDY8ePUJdXZ1PPvmEyspKxo8fL8K7YmJimDt3rpAZBAUF4ezsLIgs8NK0K1FCJk2axIoVK3j06BEtLS0iZLKhoYG7d+8yYsQIZsyYgaWlpQhiXbduHf7+/mzevFkQu4qKiqioqEBPT4/e3l7RApdACFLg16NHj5g/fz5tbW0UFxfj6OjIhg0bcHBwoLu7m59++okXL15w4MABsTHQ09Nj9uzZ9O3bVxjjk5OT2b9/PxUVFaILIAW3RUVFifBWCTMuGSwlr1FhYSFbt27lxIkT3L9/Hx8fH/r374+hoSEWFhbMnDlThPcVFBTg6uqKnZ0dWVlZLF68mKioKOGLkyYOa2trXF1d+eSTT9DQ0ODevXuEh4fT3t7Oxo0bRfXrzp07LFu2DLlcLqR4ZWVlPHr0iIMHD9La2srt27eJj4/n8OHD+Pv7U1tbS29vL8XFxcyfPx9/f3+OHj0qZDj+/v5UVVWhpaVFV1cXOTk5WFpaUllZibm5OSkpKbS2tqKjo8PevXtJTU3lxYsX1NTU4OTkxD/+8Q8GDx4sAghnzpwpdMR+fn7cu3ePxMRE4uLiqK2txc7OTsgqXV1diYqKori4GBcXFwwNDVm7dq2AZIwfP174xZKTk5k5cyZbt25FSUmJBQsWsGvXLmpra5HL5QJmkZ6ejp+fH3fv3mXVqlU4Ozujra1NdnY21tbWYuMjSZr++c9/smfPHvr27Yuvr6/A3peXl+Pn50dJSQm2tra89957NDQ04O7uzqlTpzAwMKBfv37cuHGDvXv3oqKiwrRp0ygvL8fc3JyDBw+irq5OT08Px48fx8nJiblz51JbW0t+fr4w8P8vHf8l81RWVpaITqivr2fv3r3cv38feEkPfTVuAf7aPKWioiIuS76rPyPvSeSlV4991bOTkJDAypUrCQwM/APcoLGxkdzcXJEJJA1p8QgvAUI///wzRkZGACIDD14CeeClfC82NlbETEj/S9EQEyZMYOnSpbzxxksloUwmY9WqVcBL9PWcOXMYO3bsa6/h7t27JCYmsnfvXrZs2YK5uTljxowhPz+fwsJCli5dysGDBwkNDWX+/PnExMRw69Ytrl69yq+//srmzZvZuHEjSkpKjBo1isTERHJzc3FxcRGIXCn/6+HDhyQmJopsr5aWFgYOHEhZWRktLS2oqqri5OREdHQ0gYGBfP7555iZmZGUlISqqirh4eHU1tYydOhQcQ5ISUlh4sSJ5Obm4uXlxYABA7C1taW4uJiMjAxBCjU1NaWlpYWQkBBmzZpFcnIyLS0ttLW1iUyxw4cP4+fnx5gxYzAyMqK4uBgDAwMOHjyIu7s7S5cuxcLCgtLSUioqKqitrUVbW5uSkhIaGxupq6vDzMwMdXV1dHV1qaurIzk5mU2bNonMGSm/zsrKiu7ubm7evEl5eTk///yzCB/X1tZm3Lhx2NjYoK2tTVpaGrm5uZw5c4ba2loBampq06gcswAAIABJREFUakJLS4u4uDju379PYGAgCxYsoKqqitjYWJqamhgwYADz5s2joqKCo0ePcvXqVRITE3FxcaFv377o6upibGzM2LFjcXFxoa6ujrKyMuzs7LCwsOD58+dMnTqVuLg4MU9dvXoVLS0tkc0UHh6Ouro6CQkJjB8/no6ODhYtWkRzczOampo8ffqUGTNmIJfLaWho4NmzZ+Lzi4iIoKOjg/j4eLKysrhw4YLIrZNInW+99RYeHh5cvnyZ9vZ26urqcHd3p76+HnV1dbq7u8V5vK6uDiMjI3JzcwW04OOPPyYvL0/I1aytrTl//jyenp7Cs7Vu3TqBkpYk+1lZWaSlpdHY2Ii5uTnNzc3C2xMXF0dVVRV2dnbo6+tz4MABIZUbNmwYJSUlNDQ0kJuby9ixYzl69CjKysqEhYWxatUqGhsbxTwVFBREXl6eeN45c+Zga2srfLhmZmYi6youLo7ExEQuXbok0PZubm5kZmbS0dFBTU0Nbm5uVFRUYGZmxhdffEFzczMODg5cv34dXV1dHBwciI2N5aeffkJZWZmRI0cK73BERASqqqr09vZy5coVrK2tmTBhAg0NDZSWlopu7F8Z/9ebH5lMpgJMBURQgUKh6FQoFLX/upwA5AMuQClg/crdrf913Z8OhULxvUKh8JOCipKSkli/fj0BAQHcunVLVMWTk5N5/PixmJj/vclEOoG/evu/Z4ySKh2/H+3t7ejr61NRUSF8GPAyXwBel9tJSeoAAwYMoLy8/LXH2rZtm7jcv39/CgoKOH369Ku/vzBRGhoaMnPmTJYvX87bb78NwMGDB5HJZCLw8o033uD7779n1qxZ4nc8ePAgrq6ujBs3josXL3Lw4ME/VBljYmKwsbER1YSnT5+yc+dONDU1qa+vp6Ojg3379rFlyxbmzZsnJHjPnz8nPT0dXV1dEhMTSUxMRFlZmdOnT7N3716ePn2Kv78/paWl/Pbbb3R0dDBz5kwR+jl8+HCxKFyzZo0wiEsa2gsXLggtu1TVSU9PZ9euXeTk5HDnzh1ycnLYunUr5ubmbN68mW+++YZt27YJVKWVlRXffPMN3333HSNHjqSiooLHjx9z8OBBPvroI0EkkSoV+/fvJyMjAxcXF6qqqnB1dWXIkCG0tbUJ3LUkyWtsbBTZTPb29iJt29XVlaqqKqqqqvD09GTw4MFcu3aN3bt34+LiIrIOMjIyaG5uZtSoUQQHBwudrqWlJdu3b+fAgQNUVlbi7OwsNn1GRkaUl5cLmd2RI0ewtrYmLCxMwC/Gjh2Lvb29CDI7efIk7777Lu7u7jQ3N6NQKDh06BBpaWnAy1T3e/fuERgYSFxcHHK5nJKSEqKiolBVVSUmJobAwEC+++478T2qrKwUZD1PT0+cnJzw8fGhpKSEwsJCfvrpJw4ePEhsbCzm5uakp6dTXl7O4MGD0dTUpKKiAm9vbyZPnoySkhJ9+vRhxIgR9PT0kJiYKMhm0mZCXV1dfNeldPCvv/4aCwsLrK2tUVVVFSd9uVzO/PnzCQwMFAuVrKws5HI55ubm1NfXM2/ePFavXo2xsTGdnZ309vaSm5tLY2OjAENIdBzJtFxSUsKSJUuwtLRkwYIFAjH+8OFDBgwYQElJiTDMGhoa4ubmJjazzs7O+Pv7iwT7e/fuoaSkxOPHj1mxYgUODg4kJSURHh7Os2fPxMZ87NixomNVWloqsMFSR+/kyZMiZLhPnz6oqKiwZs0avLy8sLW1xc/Pj+zsbHbs2EFUVBSnTp3C29ubS5cuie+Wrq6uMLrOmzePwsJCJkyYwMSJE8nPz6e0tBQjIyM6Oztf82r8bxr/lfNUdnY2CxYsYOzYsWLjoK2tTVJSEidOnBB5Nf8n85SFhQXwsrvz6pBoor8fhYWF9O3bl/T0dCFrAgQFSYIdSIj9rKws9PX1mTNnzh+qpq92oaTiys2bN1/9/UXuj4uLC+PGjWP79u1CKbF3715kMhlLlizB1taW5cuX88UXX/Duu+++Nk8FBAQwZcoUzpw5w2effSY8ftIxN27cwMfHB4VCQVJSEtHR0fz444/Y29vT3NzMixcvWLNmDYcOHeLzzz8Xm8CSkhIePXqElpYWWVlZ3L17F2VlZb766itOnz5NRkYG7u7uVFVVkZ6eTmdnJ5999hmrV68Wcq5//vOfKCsrM2/ePPT09Oju7sbBwQGZTMbdu3d5/vw5MtnL0HAXFxfy8/M5efIkhYWFPH36lBcvXvDDDz/Qp08fvv/+e5GFpKysTFBQECYmJqxatYrIyEiBDE5LS+Ozzz5j9uzZ1NfXC/qnjo4OZ86coaCgAHt7e2pra3FwcMDLy4uuri5UVVXx9vamo6MDHx8fWlpaiI2NJTY2FktLS1H0srOzo7a2ltraWuG9ePDgAR9//DG2trY8ffqUvLw8CgoKBMxiwIABODg4UF1djYmJCcePHyciIkLIumtrawkKCsLAwICamhpRdLpw4QImJiYMHz6c0tJSSktLCQgIwNLSkp6eHrKysrh+/TobN27E0dGR1tZWFAoFkZGRokOYnp5OfHw8Xl5epKen09vbS1VVlfBOJicn4+3tzdmzZwFQV1enrq6O+vp6EhMT6du3r5BHV1VVUVZWxo0bN/j5559JTU3F2NhYbHg8PT2FvNHFxYURI0YAL4Emfn5+9PT0kJ2dTZ8+fejTpw9qamosWbLkNQ+nlPN27NgxjI2NMTMzE50ZaZ4KCwvD29sbVVVVbGxsBFbayMiI5uZmJk6cyJ49ezAwMKC7u5uenh4KCwtpbW3FyclJyKp1dHT48ssvKS0tpbKykmnTpmFiYkJYWBgFBQUYGBiQkJCAm5sblZWVgmaqr6+PnZ0d1dXVaGtri7D51NRUZDIZCQkJKCsrk5qaypw5c7C2tiYnJ4fx48cLLHhbWxtDhgxBX18fExMTqqqqMDIywsbGhrS0NC5evMi1a9eIi4sTG24VFRUBW7KwsMDd3Z3CwkJOnDjBkydPuH79Oi4uLty7d09sorW1tUlMTERbW1sE6gYFBREUFERJSQlVVVXiffp9t/r/b/xnOj+jgWyFQiFkAjKZzEQmkyn/67IjLw2jBQqFohxokslkAf/SX88DLv2VJ5ECmiwtLfnyyy958uQJb7zxBj///DOJiYmYmJiIXAXgtfBJCVf7Z6O1tZURI0b84XZpISWTyV4LoJPSa8+fPy+IbK/eVwovlUg+EmihsLAQ+LcT+d27d0WHRhorV65k2bJlHDhwQOT8eHl5sW7dOh49eiQQ0nl5ea9NjDdv3hQJ0q8OqQLS1dUl/EQS6hQQ0pehQ4dSUlKCm5sbmzdvZtCgQVy/fh2AtLQ0NDU1GThwIAEBASxZsoRt27YxefJk7t27x8yZM0X6c0tLC++++y4///wzT548oaysDFVVVfT19WlsbGTq1Kns37+fyspKIiIiOHLkCAcOHKC7u5vKykquX79Oeno6Dx48EF/e+vp6li5dyrx58wgODsbb25vw8HC8vb1RUVFh+PDhgvsfGhrK119/zccff0xMTAx6eno8fPiQqqoqkRtUVFREWVkZ6enptLe3U15eLro3Tk5ODB06FCMjI4FX1NXV5dGjRyxduhRra2uKi4sxNjZmwoQJWFhY4OzsjLu7O++99x4vXrzg+fPngho3Y8YMdHR0ePLkCUpKSsTFxXH8+HF++OEHTE1NMTQ05KuvvkKhUKCvr8+jR4/YtWsXt27dYsqUKfTv35+KigpKS0u5ffs2+/btIzU1FXd3d6ysrOjp6aGjo4OvvvqKyMhI1q5dy9KlS0lISEBPT4/BgwcTEhJCnz592LFjBzdu3GDlypXCtD506FD8/PxYtGgRY8eO5dChQ/Tv3x+5XE5CQgLDhg1j9erVNDY2YmhoKOQNCxcuZMyYMQwYMAAnJydOnz6No6MjHR0dYnH15ptvcurUKbq6ugRpKjMzk3PnztHa2oqysjJjxoyhp6cHuVxOTEwMGRkZLF++nN7eXvLz83F2dsbOzo4bN27g7OxMQkKCCNJNTk4mKCiIy5cvk5iYSGtrK0OGDGHEiBE8ePCAzZs38+LFCzQ1Nbl16xYVFRW4uLjQ3t6OpqYmlpaWTJs2jRcvXtC/f39CQ0PR19dHRUWF6OholJSUKCkpwdXVlb/97W+EhISIk3ZSUpIAVKipqfHs2TO6u7tpb28nKyuL48ePc/r0aYyMjNDW1iYnJwcdHR2ysrLw9PRk586d9OvXj4KCAvr06UN0dDSampqMGDECU1NT0c6XOk3S4q27uxs3Nzfq6uqYO3cumpqa3Lt3jxkzZghD9IsXL0hOTsbExITk5GTmzp3LoUOH+PDDD4mIiCAmJob+/fvT2NiIj48PBw4cEB2lmpoaurq6hJZekjxVVFSgrq5OZGTkHwo4/4vGf8k81bdvX8zNzTExMeH9998nJSWFKVOm8OOPP3Lp0iXc3d1fk5u96o3x8vL6d+ep9vZ2Jk2aJAzl0pDyxczNzQUkB14W9fLy8jh16hQ7d+78wzwlxQuYm5sjl8sFcOf33tkrV64IoqY0tm7dyooVK9i7d694nODgYObPny/CHrW0tCgqKhLVaHhZZHvx4gVmZmavqSwUCgXl5eVC2gUvg5Ql6MGAAQMIDg4mNDSUlJQUHBwc+OCDDxg9ejQHDx4UYZGurq6EhITg6enJW2+9xYoVK5g9ezYPHz7ks88+4/r16+J7unjxYm7dusWPP/5IdXW1WLS2tLQwcuRIPvvsM+rq6ti2bRsXLlxg7dq1dHd3U1dXx6NHj8jPzycxMZGRI0diYGBAY2Mjb731FhMnTmTu3Lm4uLgwYcIEXFxcUFFRwc/Pj5SUFNTV1Rk2bBjLly8nPDyc5ORkEUhcV1fH6NGjycjIENlDEkxFWpzK5XLhn9DX16etrQ0NDQ2xud68eTNmZmZUVFRgYGDAsGHDhA9z6NChTJ48mYqKCkpKSjh16hS2traMGzcOTU1Nfv31V5SUlMjIyODy5cts2rQJIyMjdHV1+eijj0RAanJyMqtXr+bJkyeMHDlSZIRVVVXx9OlTTp8+TW5urqC29fT00NXVxbJly/j111+ZP38+ixcvJjs7G21tbTw9PRk4cCC6urqsWrWKmJgY5syZI/5GvL29cXd3Z+rUqQwZMoTIyEicnJxEgK7UNWptbUVPT09gt5cuXUpAQABubm7Y2Nhw48YN0cmS/m6HDx/OV199RXd3N7q6uigpKVFQUEBUVBQdHR3IZC/zgnp7e1EoFCQnJ5Ofn8+cOXOQy+UUFxdjY2ODpaUl58+fx9bWlqysLHx9fenu7iY3N5cBAwZw7949srOz6ejowMvLCz8/PxITE/n++++FBPHx48fU1NRgb28vArNNTEwYNWoUFRUVAsUtEQfj4uKQyWRUVFRgb2/PggUL8PPzQ0tLCxUVFbKysmhvbychIQFVVVVKSkrEZ1FYWMjly5e5evUqBgYGaGpq8uLFCyGhlLLwHBwcKC4uRl9fX2xe/P39MTIyEvL0pqYm8TqSkpLo6enB3t6exsZGUbj86aefGDt2rMh7Ki8vF17fnJwcJk6cSGRkJDNnzmTbtm0cP36cvn370tLSgqurKxEREaKj1NDQQHd3twgbVygU2NnZUVNTg6qqKrdu3XrNp/4fjb+Cuj4DPAZcZTJZiUwmk8D/s/ijgTQYSJW9RIqeA95XKBSSCfUD4AfgGS8rbTf+ygvU1dUlJiaGs2fPMnbsWE6fPs3NmzcxMTERWT4tLS3iBH/9+nWxaSkpKRGL+d+PgQMHiu6PQqEgJiZGGDEVCgVyufw1L1FzczN1dXV/aKuNHj2a/Px8cV94qY+FlxshhUIhCDwAy5cvR11dXTwPvJSmAdjY2HDixAkBLoiPj8fd3Z0xY8YwdepU9u7d+9pzDx48GHhJd5s/fz69vb3CrAovOzQfffQRdnZ2nDt3TmjOi4qKOHfuHEuXLhVdJlNTU86cOYOhoSGzZs1i2rRp4vX16dOH1NRUrK2tWbBgAdbW1gJJGhMTQ3BwMAqFAgcHB/r27SsWqo6OjmhpaTF48GBBLElJSWHGjBkiwLK9vZ3Vq1fTp08fpk2bhrOzMxERESxbtoyCggK2bdtGQUEBPT09GBsbExkZyejRo5HJZGzZsgVXV1dUVFQ4duwYH330kQgTkxaIQ4cOJSQkBBUVFYYNG8ahQ4fYuHEjW7duJTg4GGVlZT744ANiY2PJy8sTBr/Y2FieP3/OgQMHOHbsGNHR0URHR/Pxxx+LzBYpKLShoYGOjg7ee+89YYLcsmULVlZWhIaGCtPiqFGjaGlpwcnJiTVr1uDp6UlGRgZtbW18++23FBcXk5ycjIGBgUAmT5gwgStXrmBqakpUVBSWlpaYm5szYcIETE1N2bFjB0ZGRhw6dAgPDw8SExNFl2fUqFF88sknhIeHM27cOHp7e5kxYwbq6upcuHCBLVu2cObMGXJzc8nKysLf3x83NzeUlJRYvnw5urq6PHjwgLa2NsHVV1VVRS6X09vbi7OzsyADSbS4zs5Ozp49S0hICOXl5YwZMwYdHR1KS0sZP348oaGhxMXFUVFRQVlZGcOHD6eqqorCwkLi4uJEnsWtW7eorq7m0aNHLFmyhLa2NiorK3n27Blz585l0aJFgh7z+PFjSktL8fX1Zc+ePcTFxdGnTx80NDQEMaejo0PAGTw8PLhw4YLojMyePVsgPCVNf0pKCvHx8RQXF9PW1sbjx4+pq6tj8eLFPHr0iBs3bojsIG1tbYYMGcJPP/0ksPV2dna4u7tz4cIFOjo6+PXXX9HR0WHIkCFoaWlhY2PDkSNHxILkxx9/pL6+Hn9/f9zd3YmIiGDq1KmEhoYyd+5cEZJZX1+PmZmZgG1IMkRnZ2eOHDlCVVUVzc3NZGZmigVZZ2cna9asITY2Fjc3Nzw9PVm7di179uzB19cXd3d3Ojo6qK6uRkNDg4KCAp4/f05ubi5WVlYMGjSIlJSUPz2P/k8Z/93zlL6+vujGTZkyhWPHjvHLL7/g5uYmYhra29vFPHXu3DkBIUhJSeHcuXN/eMyenh769esnihYKhYJbt24JlLS0eXj33Xdpb28XWOLc3FzRRZdGWFgYCQkJr0nhpNcik8mE91EaO3bsQE1NTTwPIDrGZmZmXL58Wcx5GRkZBAYGEhAQwJgxY/j000/R09MThFSJZPePf/yD999/n/LycjEnGhsbk5CQwLZt2/Dx8eH27duC2JqcnMzu3bvFAlzCJR8/fhwXFxcWLlxIeHg4HR0dKCkpicBJc3NzpkyZgp2dHbGxsfTp04ekpCThZbKysqJfv35ioWptbY2Ghgaenp60tbVx7NgxIQfKyclBSUmJjo4O3nnnHfT09Bg9ejRhYWHcvHmT2bNnU1JSwtGjR/n111/p6enB0NCQqKgoAgICAFi2bJkwyl+8eJE5c+bg7u5OXV0dGhoa/Pbbb/j4+ODn54eSkpLI+jp06BDLly9n4MCBKCsrM2PGDFJSUigqKiI1NZXGxkaSk5MpKSlh3bp1XLp0ibi4OOLi4ti1axe2trYMHjyYW7ducfDgQZqbm+nu7iYsLIxr165RVVXFkSNH8PT0FIvrzs5OFi1aRHt7OzY2NuzevRtnZ2fy8/Npb28nIiKC8vJysrKy0NPTY8SIEQLnLMGAHj9+jImJCSYmJgQFBWFkZMTKlSsxMDBg3759ODk5kZmZKbo8AQEBzJs3jwkTJhAYGIhcLmfcuHECyPPDDz9w48YNioqKRDC5g4MDSkpKbN++HS0tLRITE2lvb2fnzp18//33qKioiHnKxsaGo0ePCsKsjo4OXV1dREVF4evrS3V1taCGVVdXM2zYMIYNGyZybmpqavDz86O2tpaysjJSU1NFvltMTAzZ2dkkJSUxbdo0Ojo6qKuro6ioiIkTJzJ9+nT09PSorKwkNTWVqqoq+vXrx5o1a0hLS0NPT09kFVVXV9PZ2Ul0dDSLFy+mb9++REdH8/z5c1atWkVoaChOTk68ePGCqqoq0d3PysqioqKCjo4O4bWePn06J06cIDY2Vvz9ampq4unpyfXr1xk7diyVlZVYWFgI721XVxexsbFoamri7e2NpqYm5ubmnD9/ntraWiorK7l8+TJNTU14eHjg6OjIzZs3GT16NMOGDWPixInCy9jc3IyRkZH47mlpaQnow/nz56mvr6e1tVWAfdavX093dze7d+8WQfPOzs689957nDx5UoCturq6hJywpKSEsrIyUVjp37+/iBr4K0P2V3TH/53Dz89PIRk4d+/eTUdHB3v37mXy5Mlcv34dPT09jI2NmTJlyh9yEl79+dXf09fXV/hnfn/bq+PVilloaOhrGynpNhcXFwElkK47cOCA8Nz8/rFlMhkDBw78w/PLZDI+//xzgRoFhCF727ZtODk5Cd+OdB/Jh/Lll18Kw6j0nNIx06dP59y5c1RUVGBhYSFuCw4OFnr09vZ2jI2NaWtrQ6FQMH/+fJH2febMGZER8fHHHzNw4EAOHjwoDNABAQE8efKES5cukZyczMaNGzl48CBLlixh48aNjBs3DjMzM1asWEFwcDCbN29m6dKlGBsbCzpZV1cXQ4cOZdGiRQwdOpRBgwbR1taGiYkJEydO5NatWxQVFYksHkdHR/T09Hjy5Anm5uZMnvz/sfeeUVHe67v/BxiKwNBBkN4RQRERsYvYxVixl9hCjEbNjmZrNDvGNFM0xhhbjL13Yu9YsICgFEF6G3ob+lDn/4LzfLea7H32Wv91zvqdtfb9xkFAZgSe+/ne93V9rgk4ODjw+++/09bWJugpcrlcTOB9fHxoaGjA19eX3377DSMjI6Erfu+993j06BEXL16ktrYWU1NTDAwMmD9/Ptu3b8fd3V0YVsvKymhoaBDsfXt7e8LDw9HS0sLOzk4kaPv4+LBo0SLeffddEdaqUqnIzMwkICCAlJQUKisrGTp0KEFBQcybN48JEyYwefJktm/fztSpU7l06RIqlQpzc3NevHiBv78/bm5uNDY2IpfLsbS05Ouvv2bEiBEEBQWRmpqKnZ0d+/btw9PTk9TUVK5evcrvv/8ucitMTEwwNjYmNTWV1tZWYVy8cOECHh4eDBs2jLi4OJycnKiqqqK9vZ3MzEz2799PcnIyMpmMEydOoKmpyeXLl5k5c6bw5GVmZpKRkcGVK1fYuHEjmpqaPHz4EDs7O6ysrATBKD09XWxG7ezsKC0txczMjKioKEJDQzl//jwWFhb87W9/Y9++fcyYMYNffvmFwYMHc+zYMZYtW0ZTUxMFBQVicqmjo8PYsWNFtoKhoaHITYiMjKSiooKePXtiYGDAH3/8ISQzgwcP5tWrV9ja2uLs7ExFRQWxsbGUlZXRqVMn7OzsxIDAz88PMzMz0RTd3NyIiYlh7Nix3L9/X+QcSMTBvLw8SktLcXV1xdzcnODgYK5evUpzc7PwBty/f59BgwYRExMjmlTPnj1pbm7mzp07AjOro6ODj48PkZGRDB8+HA8PD6KiojAzM6OiokL4FCoqKggODmbXrl3IZDLCwsJob28nMjKSkpISwsPDiYyMxNPTE7lcjoODA7t37xaS1s6dO6OpqUlVVZUwJEsY53Xr1sVKEq//1psVEBCgjoqK4rPPPuP7778nPz+fI0eOEBwczMOHDzEwMMDU1JQZM2b8x30qODj4DUXBv+tT+vr66OrqMnTo0DcOUtLXCAwMJDo6+o0+tXXrVuHX+as+NWTIkD99falPbd26VUjxPDw8SE1N5dtvv8Xe3l7cuEpQlx49enDt2jV27drFxo0bxdeQNt/V1dXMnj2bI0eOkJycLHJLNDQ03ui7eXl5DBw4EKVSSXV1Ne+//z67dnVENB04cIAxY8ZgZWXF6tWr8fb25tixYyIbZdiwYcTHx7N9+3ZevXrFypUr2b9/P2FhYWzfvp1+/fphYWHBpk2b6NWrF7t372bq1KmYmZlhZGRESkoKLS0t+Pn5MWXKFObOnYuPjw8qlQozMzMGDRpEVFQURUVF2NvbU1BQgK2tLYaGhuJmOTg4WOTsqdVqkpKS6NKlC4aGhsI/4e7ujkqlws3NjXPnzqGvr4+TkxMODg4sWrSIyMhIIiMjqa+vx9jYmE6dOjFhwgSOHTsmgEpVVVVUVlbS1NQkpGe+vr5MmzYNTU1NOnfujEKhoLa2Fjc3N5YsWcJ7772HsbGxOBjk5eXRrVs3srOzqa6uFhj9devWMXToUIYPH87x48cZOXIk9+7do7m5GWNjY4HldnBwQKVSYWBggJmZGbt37xaIa8kncuHCBZycnMjKyuL8+fPs2rVL+D3lcjlyuZzs7Gza2tqwsLCgU6dO3LlzBycnJ4KCgkhJSREAHbVaTX5+Pnv27OHx48doaWlx7do1Qe8dO3asyNpSKBTk5+cLv7YUJSDR7lpaWqitrRVEM0k2XVlZiZGREc+fP2fIkCHcvn0bExMT5s6dy/nz5xkzZgzHjh2jV69eXLlyhZkzZ9LS0kJxcTF6eno8evQIbW1tBg0aJGRc0nWhW7duxMTEUFVVJYhpkZGR2NraUl9fT0BAANnZ2VhZWWFnZ4dSqeTly5dUVVXRqVMn0U+lwYexsTEZGRkClPDy5UsGDRpEbGws5ubmQipmZWVFcXExZWVlwh8UGBgoFAdKpRJ/f39iYmIICAggKSkJTU1Nmpqa8PT0pL29nSdPngh5tIQlj4mJoW/fvjg5OREXFyegDYaGhtTX16NUKgkMDBT02JEjR9Le3k5MTAwVFRWEhYURExODk5MTBgYG2NjYcObMGeGNNzMzQ1NTk9raWgwNDUVsQ5cuXfjss8/+oz71/xd48H+tJAnbixcvWLNmDV5eXnz88ceEh4eL0NO/KulC/7rZ9PXtyF+VtK5/vSTz5ttSgPb2dvFYaiD/u3//7fdLE8Avv/zuSoyNAAAgAElEQVSSnJwcIVuTVnj19fVUVVWJ1yGBEPLz84mIiEAul79hFN2+fTtXr16lqalJEOwkmAF0gABWrFghDG1BQUGMHTsWPz8/Tp8+Tf/+/YGO/7sZM2aIicSWLVuYOXMmOTk5hIeHExgYyJMnTzA2NiYyMpIuXbqgra1NVlYW3333Hbt372bVqlV88803fPLJJxQWFrJ06VIKCwtFCnZJSQn9+vXj5cuXvPvuu3Tu3JnOnTvTp08fcnJyOH78ODk5OSxcuJCmpiY+/fRTgbV2dXXFxMSEvXv3cvLkSTQ1NTExMcHGxgYDAwNBlmltbUUmkwms+MyZM1m+fDkeHh40NzejoaFBUVER/v7+IhC2qKiIe/fukZuby/3793n27Bn19fXCDxUeHo6JiQmzZ88mNTWVwMBAUlJSKC8vJzU1lR49epCfn0/v3r0xMjKisbGRQYMG4erqCnRs+Tw9PXFzc+Po0aN8/PHHZGVlMWbMGJycnNi9e7cITzM2Nmbw4MGYmpqSkJAgUN1z584lLCyM2NhYioqKiI6ORqlUMmLECKqrq+nRowfff/89lpaW6Ovr09bWRk1NjfgZGzZsGN7e3rS0tBAcHIxcLicyMpKysjJOnz5Nr169cHd3Z8KECezZs4eKigrmzZtHTU0Nzc3NhIeH4+PjQ0pKCs+fP6e9vZ2ZM2fy888/8+zZM06ePIm7uzsODg5iNa5UKvn73/8uwsxSUlIICQlBX1+fXr16UVhYKA4tI0aMwMrKiv379+Pu7s6+ffsYPnw4U6dO5cqVK8Lob2Njg7+/P0lJSWzZsgVvb29MTEy4desWT58+xcfHBzc3N0pKSggJCaFnz5707NmTxsZGFi9eTGZmJrdv32b16tVUVFSgra1Nz5492bJlC6WlpYKqZ2FhQXR0NKdPn6axsREzMzNCQkKQyWRYWVmRmZkp0tiNjIyIi4vjxx9/FDeCsbGxQsLi7+/P7NmzMTc3Z/ny5WI7qKury40bN2hqasLKygpnZ2f09PSwsrIiKSmJ8+fPk5yczLVr1zAyMiI5OVlkQ1RVVWFtbU1xcTH19fXMnz+f1NRULl68SI8ePfDz88PU1BR9fX2USiVlZWXCiK2np4eWlhZZWVnY2tqSkpKCra2tkA3+Ky/kf+ufpauri6WlJRoaGqSmpvL3v/8df39/Vq9ezRdffEFAwL/ux1KfmjNnjvi71xUDf1Vdu3YFOmAKklxSyr+bNGnSGx/7ep+S8khezwj6q3r76//+++9AR5968OCB6FOSv1WiLlpaWrJs2TIRwJqQkEBkZCT6+voCCAGIsGyFQiHAB9OmTRMHrtu3bzN79mxKSkrQ0NBg1qxZDBo0CD8/P44cOSJUGBoaGowdO5aqqiqxBRkzZgwKhYKlS5cSHBzMrVu3kMvlREdHY2lpiZeXF/n5+ezbt4/Tp0+zefNm9uzZw4IFCygvL2fmzJmUlZUJL19FRQV+fn5kZmby6aefCs+Hr68vBQUFXLlyhYKCAqZMmSJIog4ODpSVlQlq2unTp8XG2NDQEEtLSwwNDYXfsaWlBS0tLTIyMrh06RKjR49m9uzZOP2vAGNbW1tKS0vx9vZ+gyD37NkzioqKiI2NFcAiPT09IclzdXVl3LhxZGVl4ePjQ2ZmJkqlUgBuJEqZoaEhKpUKf39/HBwcgI5hiKOjIw4ODly+fJl58+ahUChYsmQJXbp04fTp05iamuLq6opcLicgIAAjIyNSU1OprKykqKiItWvXMnLkSJKTkykvLycpKYna2lr69u1LbW0tXl5ebNq0CVNTU/T09Ghvb6ehoUFEkUiBpW1tbQQGBmJgYEBMTAyVlZXcuHEDHx8fHB0dCQkJYceOHVRXV7Nu3Trq6upobW1l6tSpuLm5kZmZyatXr2hvb2fMmDGsWbOGly9fcu3aNRwdHbG2tqaiooKUlBRqampYvHgxnTt3xsPDg6ysLPr06YO+vr7wiUkB4u+99x7m5uacP38eBwcHzp07R9++fVmwYAH3798XW3ULCwuhMFi9erXYQj158oSEhATc3NyEHysoKIiuXbvi5eWFSqUSdLYnT57w448/olQqkclkdO3alXXr1lFVVUVUVBTdunXD1NSUpKQkrl+/jkqlwsTEhD59+iCTyTAzMyM/Px9zc3MsLS0xMDDg5cuXfPLJJ2hra4ue0qlTJ9ra2vD29iY0NBQTExO+/fZbsR3U1tbm0aNHNDU1YWZmhp2dHTo6Opibm5Oens7169fJzMzk4cOHGBoaCjWBlI1lYWFBeXk5DQ0NTJw4kZycHDGU8/T0xNjYGD09PWpqagQN2N3dXZAkFQoFnTt3JjMzEysrK8rLy3F2dhbY//+k/scffkpKSkSqL3QYNl8PY2tvb+fcuY7surf1zVJJTPd/pauWPlf6Uwp3+6uSAAdS/dVNQXJyMh4eHoKe884777zxfmkdLtUPP/wgHjs6Or7xPjMzMxGeBnD69GmRLA8dTW7lypWMHz8e6ECufvjhh4waNQo9PT1cXV354IMPyM/PF/ruwMBAoaMNDQ0lOzub+fPnc+bMGaZOncrnn38uSHL79u3j8uXLQqr36tUr+vTpQ0xMDE+fPsXR0ZHq6mp++uknwsLCWL16NX5+fri6uhIXF0dsbCzZ2dk0Njby9ddfExoaypAhQ3B3d6e+vp4lS5aIIDNbW1vmzJmDiYkJkyZNYsmSJZiamjJq1Cj+/ve/4+npSXp6OjKZDFNTU0xMTMRk/c6dO7S1taGjoyPyDaytrVmwYAGzZs1CpVLRpUsXVq5ciYeHB1VVVZw4cYKKigq2bdsm8Nt5eXm4u7vTtWtXDhw4QGpqKjU1NWL6Vl9fj7W1NXV1dVRXVwt52u3bt4V0wsvLi/nz52NnZ0diYqII6j148CAuLi5oa2szZcoUVCoV+/fvp7a2lu7du+Pr68vChQuxsLAQsoGamhpOnjwpNlJVVVVYWFgQExPDgAEDxAVr586d+Pj4oFAoKCkpwdbWluHDh7N69Wpyc3MxMTGhV69e1NTUCCZ/bW2tMI96e3vj6OhIYGAgK1euZPTo0axZs4aKigry8/MJDw8X2FITExN0dHTIyspi/fr1bNiwgdbWVkpLSxk4cCB2dna0tLQwYsQIYmJiuHXrFu3t7QwdOhRbW1sh7Xvy5Al9+vQRtJi+ffuSnZ3NypUrUalUBAYGikmWtKVZuXIla9euFehSKysrbG1thURn6tSpVFdXc/DgQb7//nuysrI4ffo0ubm5WFlZYWZmRl5eHqdOnWLp0qX4+PiwePFiqqqq8PPzE5OyxsZGdHV1SUtLY/To0QQFBfHo0SNUKhW//vorurq6aGpqYmFhQU1NjaDozJkzB09PT5KSknBycuLs2bO4uLiQnJzMkiVLRFNNTEzEyckJIyMjIiIiMDU1JSgoiIyMDCwtLXn58iVNTU0YGRlhbW1N//79GTZsGDExMchkMpFDpFAo8Pf3F4F9JiYm/P777/zyyy80Njbi5uZGdnY25eXl+Pj4CHpSWVkZ+vr6NDU18eTJE9LS0vD09CQrK4vExET69esnyD42NjY0Nzf/y2vif6ujTz179kw03xMnTlBcXMz3338v3i9tIf5Vnxo7dixHjhz5j/uUFEvwdqYPvBnlAB0REdBBipOu5RkZGQQEBIjeMW3atDc+52362/79+8Xjt+XfUjik5B06cuTIGz13xowZzJ07VxjI09PTWblyJZMmTcLe3p5evXqxYsUKkpKSRDj20KFDmTlzJjNmzCAsLAyFQsHEiRP56aefmDNnDr/++ivOzs5AByTn/v37dOrUSUQESAb5O3fu0L17d7Kysti8ebPIEunatSt2dnacOXOGyMhICgoKaGpqYvny5QwaNEgEiDc2NjJt2jTq6+uRyWRYW1sTGhqKsbExw4cPZ9q0aUL69eOPP+Ls7Exubi5aWloYGRkJspqjoyNPnz6lra1NeI3c3NywtLRk0qRJjBs3jqamJiwtLcWhp6amhitXrlBVVcW6detIS0tDoVBQVFSEo6MjLi4uREREkJWVRV1dHba2ttjY2Lyh5sjKyiIkJERcc6X7AldXV0EgTU9PR1NTEzc3N/744w9sbW2RyWQMHz6c5uZmzp8/L7KMPDw8mDRpEqamppiammJmZkZdXR1Xr16loaEBuVxOTU2NuAn39/dHJpNhaGjIiRMncHV1paSkRIRS9uvXjxUrVggfrgToKSwsRFNTk/r6etra2qioqMDV1RUbGxt8fX2ZM2cOAwYMYPPmzVRXV1NUVMTSpUsZPXo0d+/excjICJlMhkKhYNu2bSxbtoy2tjYqKyt55513sLGxobW1lX79+pGYmMijR49Qq9WiJ6WkpCCXy3nx4gW+vr5iYyIBfubOnUtzczM+Pj7k5OTg4uJCY2MjgYGBzJs3j1WrVtG5c2fMzc0xNzenc+fOgjL88ccfU1tbK6hoCoWC69evU1hYiJmZmQBGXbt2jZkzZ+Lq6sqUKVNEyGhtbS3W1taoVCoBDRg4cCA9evQQQe3r169HW1tbgIXq6urQ0dHB39+fcePG4ezsTEZGBl26dOHmzZvY2dmRkZHBqlWrqKurIywsTFAgDQ0N+eWXXzA2NhaDXXNzczIzM2lubsbAwAALCwt69uxJ3759OXv2LJqamvj6+hIbG0txcTHe3t64u7tjZmaGXC7n7NmzrFu3DpVKJbalSqUSDw8P9PX1MTU1FR7AlpYW4uPjyc3NxcXFhfz8fNLT00WG1JgxY7C0tKSlpeVfXjvfrv/xhx+FQsHUqVP57bffUKvVHD58mG3btpGXlydAB5KpX6q3iTTSJOmv6nUZgFSS+VLim0uoTugweEKHsXT69Om4u7sDHc1o06ZNAgkcGRnJjRs3KCkpEZM2qd4OYgoPD3/jsfR8Zs2aRVVVFRs2bPiTkcvY2JgbN26gUCjw8/Pj/PnzqNVqgSJtb28Xv2g7d+4UB0TpNUPHBujixYskJiaKGyWAgoICsUpOTU0lKiqKiIgIHj9+jFKp5OTJk4wcOZKzZ8+ybNkyoKMxXrx4kZUrV3LhwgXKy8uJj4/nwYMHjB07lkmTJolU4dbWVn7//Xdyc3NFnsjAgQOFKd7U1BRnZ2cyMzNJTU2lubmZXbt2kZiYyK+//sqzZ8+QyWQ4ODggl8spLy8nMDBQNAALCwvUajUxMTFkZGQQExMjVva3b98mIyODkydPYmdnh5eXFwMGDKC5uZmCggJyc3NpbGwkISEBT09Pjhw5QmNjI8+fPyc1NZVBgwbRvXt3srOzUalUHDhwQPyCd+rUifT0dDw8PPjmm2/o2bMn/fv359GjR8THx9O3b1/09PS4c+cOH3/8MVpaWnh6ehIUFMTWrVuxsbFBJpNRUlLCgAEDuHfvHkOHDmX79u3iQuDv78/jx4/p3r07q1atwtramoCAANzc3NDR0SEyMpLy8nJUKhWnT5/m7NmzIoQ2PT2dzp07ExAQwIgRI4iOjubx48f07t2b5uZmXr16xZ49ewgPDxdek6NHjxIVFcX8+fNF8KyRkRENDQ2CrpKQkEBLSwtGRkao1Wr27NnDO++8I2R93bt3x8fHh4MHD9LS0sKZM2dITU0lJCSEoqIibt26RWlpKVeuXMHHx4fJkyeLXBJNTU2R1j158mSWLFkiKFQ5OTkUFhaio6Mj0tB1dHRQq9XMnTuXlStXIpPJGD9+PJqamrS2toqk7MGDBxMbG8vBgwfZvHkzpqamrFu3jvLyci5evIi7uzvbtm0TuUpHjx4Vps3CwkJBfKqpqeHx48d4e3szfvx4vvrqK3GTu2zZMi5cuCC2qWfOnMHS0pJ169bh4eGBi4sLAwcOZN++fQwZMoTCwkKmT5+Orq4uixYtIiQkREBAHjx4wOPHj7ly5QpDhgzh/v37+Pn50bdvXxQKBW1tbZSXlxMdHc3SpUtpa2sTSezz589HoVBgb2/P3r17aWxsxN3dnYcPH1JVVcWYMWNEEPKwYcPIyclBJpMJcuHdu3f/X8/5+T9e0vbizJkzqNVqTpw4weHDh0XgLsAff/zxxuecP39ePJYQvf+q/l2f2rx5M8AbmyXpcY8ePZg7d66Y5Ovp6fHtt9+iVquJjY3l0KFDXLhwgdTU1D8htF/PGNLQ0HgjLuGDDz4Qz+edd94hMzOTdevWUVn5Zs6sk5MTERERJCUlMWnSJG7fvo1arRZ9s7S0FBsbGxoaGti2bRvHjh0TgcZS/t6dO3c4deoUERERNDU10atXL6AjJiInJ0cYuSUS3N27d6mtrWXz5s3069ePY8eOMWvWLHR0dNizZw/37t1j7ty53Lp1SwQLX79+ncGDB/Phhx/y9ddf06VLF9ra2jh79iyFhYUkJydTVVVFr169uH79uhhMDB8+nPz8fHJycmhpaWHDhg2kp6dz7NgxkpKSkMlk2NjYoK+vT1VVFb6+vsJHKFFjExMTyc3NJTExEU9PT8LDw3n69Cl5eXlcvXpVIJt79epFc3MzJSUlwseYnp6Ok5MTP/zwAyqVipSUFLKzswkICMDT01MQ1iRZc3JyMnp6esKXKAXHS2G6r169okePHujq6vL06VN++OEHtLS0cHZ2pkePHhw6dAhLS0uRDydJooKCgli/fj1GRkbU1NTg7e1NfHy88G1YWFjQrVs3HBwc0NHRITo6WhBlr1+/zrlz5zhy5AhVVVXk5eWJj5cOJvHx8fj4+NDa2kp2djanTp1iw4YNDB48mPHjx3Px4kWeP39OeHg4arWaI0eOYGBgQGNjIy0tLbi4uJCWlkZrayuGhoZiqDh06FCqq6vFpsXNzY2IiAhaW1u5fv06OTk59OvXj/Lycp48eUJFRQX37t3D3d2d5cuXU1paKkKHT58+LYaOGzZsEH1KIrFJfUrakkCHF+/bb79FS0uLkJAQNDQ0aG1tZc2aNWhra9O7d29evnzJd999x4EDBzAyMiI8PFxEdDg5ObF27VoBJbp48SKWlpYUFhZSVlaGnZ0dGhoa1NXV8eLFC9zc3AgJCWH37t2CQDp79mxu377NjRs38Pf3Z9++fZibm7Nt2zacnZ2xs7OjV69enDt3jsDAQEpLSxk7diza2tpMnjyZvn378uzZM0aMGEFcXBzPnz/n/v379OnTh9jYWLy9venRowfFxcW0tbVRXV1NYmKigEcUFhZy6dIlJkyYQGFhofAZNTU14ezsLMJxBw0ahIuLCxoaGvTr14/8/Hy0tbWpqKigsrKSp0+f/mk58e/qf/zhBzqyDiRKR58+fUhLS+Pnn39m2bJlODg4UFdX94ZmeeTIkTx69IhTp079y39TMmNK9XpjWrduHYsXLxYbGwlgEBYWJm5ssrOzOX78OKdOnRLkHsnYCv9ElM6bN+8NjHVOTs6fiDcmJiaiWUkXfMmXIz3etm0bXbp0Ea9TqVQil8v55ptv0NfX/5Nh9uTJk7S0tLB48WJBHpKa1fvvvw90bJXi4uJoaGgQWEFJJicdop4/f05SUpIIj4yJiUFPTw8XFxdBaoOOQ+H27dsJDg5m48aNpKSksGzZMgYMGECXLl1wcHDA2tqaQYMG8fLlS3r37k1cXBxyuRwbGxvBkX/33Xe5fv06ixcv5ueff8bBwYHbt2+LrBIfHx/u3LkjMOfe3t5MnjwZc3NzQQaTyWTk5ubi5+dHaWkpGRkZXLx4kWXLluHo6Mivv/7KvXv36Ny5M5cvX2bt2rXExMRQWlqKl5cXCQkJjBs3jsDAQD7//HNCQ0NZtWoVABERESLzSJqgvnjxggULFnDkyBGxSpbJZCKr4R//+AdVVVVUV1eLxjR8+HDht8nKysLf35+6ujrkcjnNzc0itPDBgwf88MMPgqwj4T+l8M579+6Jn0WJfmhpaSmmglOmTGHz5s2Ul5cLslBpaanIlqqrq6O0tJSoqChkMhn9+/fn/fffZ+vWrZibmzN69Gh8fX2FB6xr1648evRI6PlnzJiBiYmJ0OLOnDmT9PR0cUgqLi7GwMCA6OhoVq5cycuXLxk9ejQGBgYcPXoUHR0ddu7cSVtbG7169cLOzo6PPvqInj17smfPHtzc3Jg5cyaJiYkCT7px40Y8PDzIyMggNjZW+HKam5vp3bs3GhoapKenC+nJpUuXcHZ2Jjk5mffff5+cnBzi4uLYtWsX+/btw8HBgVmzZvHVV1+hVCoxMjLi0KFDwqxZWlrKtWvXyM3NZezYsSxevJjg4GBu3LjB8+fPxWY2JycHBwcHGhsbhXk5PDxcHBDr6+t5+vQpRUVF5Obmioyj6upqtm7dSlNTkzDE7tu3D5VKxejRo/n++++Jjo5GJpNRVVXFr7/+SlRUFJ6enowfP56AgACR4t3a2oqzszMBAQF4eHgwaNAg3nvvPby9vdm9ezfR0dFkZGQAHflmWlpaREdHC6lvQ0MDQ4YMwc/PT/jGAgICqK+v/9M19L/1ZslkMjFoCwwMJDc3l08//ZTly5cLz+HrfWrChAncunVL5Lb9Vb1t4H29p61bt44PPviAoUOHAv/sUzNnziQqKgrouDYdPHiQnTt3Cu+mFJaqVCoF9GfNmjVvKBDi4+MxMzMTW6X29naMjY0ZMmSI+Fzo6E29e/cGQEdHh88++4yuXbuK15mdnY2BgQF79uxBV1dXHASlunr1KkVFRaxatYqoqChmzJgh/Auff/65SJeX5EMKRQe0Twotd3V1RVtbm+TkZNLS0sjNzcXW1pbExETMzMxwcHCgoqKCBw8eiOvD4cOHmTt3LitWrCArK4svv/xSSGxtbGywsLBg1qxZpKen4+vrS3JyMgYGBlhZWYnJ85o1a3j48CFhYWEcOnQIGxsb4RuVy+UCS5+cnEx8fDyurq6MGDFCoKZfvnyJTCajsLBQwA/y8vK4e/cuX375JV26dOHYsWNER0djYWHB/fv32bJlCwkJCVRWVoqb+SFDhuDr6ys8kQsWLAAQQ74XL16InMGUlBQmT55MREQEZmZm6Ovro6WlxcOHD4UKQ8o3KigowMfHR3ihOnXqJNQj9fX1GBgY0NzcTHZ2NlOmTCE2Npbff/8de3t7lEoleXl54vtjYmJCTEwMCoWCrVu3kpycjImJCebm5tja2mJnZ8esWbNYs2YNSqWSpKQkkUt07949LCwsqK+vp7KyUsRq+Pv7M336dA4cOICJiQmDBg3C3d1deMBcXFx4/vw5xsbGqNVqxowZg6GhIebm5qjVasLDw8nLyxMgmvLycvT09EhKSmLevHmkp6czcOBA9PX1uXjxItra2hw/fpy2tjZ8fX2xtrbm3XffpWvXrpw6dQpHR0dCQ0NJTU3lwYMHXL16lY0bN+Lk5ER+fj7JycmiR7a2ttKtWzc0NDTIzc0lLCwMGxsb7t69K3zD06dPp6CggOTkZI4fP87Zs2extrZm3Lhx7Nq1i5qaGgwNDblw4QImJiYkJydTWVnJgwcPBLRn/fr19OnThwcPHohA8+TkZAoKCrC2tqaxsVE8j+nTp+Pg4EBqaiqNjY28ePGCkpISFAoFBw4cEFLFgwcPirwnFxcXzp49i0qlYuDAgezdu5eEhAS0tbVRKpUcO3ZM+IdDQkLw9fUVSOzW1lbs7OwYNWoUTk5O9OrVi2nTpuHu7i4Q5NLwRVI/JSYmYmFhAXRsu/v06YOXl5fwjXXr1k1g8v+T+n/i8CMdfAAWLVrEb7/9Jvwrubm5BAYGivdLF92+ffsybdq0fykhkA4nUo0bN+6Nt/fu3Su+xqtXrxg3bhxnzpyhrKzsT56gEydOALyBxpbKyMgIS0tL9PT0BHlNktVJz+3IkSOEhoYydOhQzp07x/79+/n444957733uH37NtChvX0bNxsUFMTOnTsF/vL1klLAZTIZ3bt3F7I5gD179rBjxw4xyQoODhaGZ+m12tjYoKGhwc2bN5HL5Wzfvp3ExERWrFghfuBmz57Nxo0bCQgIwNXVFT09PZKTkzl48CCvXr0SxLS2tjaWLl3K5s2bGTFiBJmZmaxatYqGhgYCAgK4evUqCoUCd3d3oqKiaG9vJycnhwULFgipVGBgIM3NzUim4unTp6NUKklOTmbPnj3k5uYKXXhYWJjIufD29kZDQ4NOnTrR3t5OcnIyPj4+3L59myFDhqCpqUlSUhLBwcH07duXrKws9PX1aWlpYc+ePfTo0YOmpiaOHTtGSUkJRkZG5OTksGbNGjGBcHNzIyoqiqNHj5KcnEx6erqYcCqVSlavXo2FhQVJSUmYmppiaGgojOplZWUYGhoKDOyOHTvo27cv+fn5Iqxv0KBB5OXl4enpKSZpLi4ubNiwgRcvXuDn58eBAwdYv349U6ZMwcHBgaqqKtLS0jh8+DAZGRmClOTv709jYyNtbW3IZDKBBZfkEsOHD6eoqEgACjIzM8nPz0dDQ4PPPvuMY8eOERgYSG1tLaNHjxZBrCUlJWhpaSGXy9m0aRP6+vqUlZUJUmBjYyOPHj3C29ub9PR0KisrGT58OLq6ugwZMoT+/ftTVlaGWq3GxsaGJ0+eiOyMJUuW4OHhgVKp5MyZM3z++edkZWUxYcIE/v73v6NWq+nfvz96enoEBweTm5vLnDlz2LlzJyqVCnd3d8rLyykuLmbu3LmEhoYycuRIgoKCyMvLw9TUVHhmzM3NWbRokZAIvHz5ksePHzN48GC8vLzo2rWrCARUqVTIZDL8/PyQy+V88skneHh44OrqKuSSV65cISgoiD/++ENsZydOnCikL5GRkfz000+kpqYKqqGENy0tLeXMmTMYGBjg7++Pnp4e69evJzQ0VGyCnj17hkKhoKWlhWnTphEaGkpUVBTLli3j0aNHdOvWjV9++UVsrVpbW8X3REtLiydPnrBs2TIiIyO5cuUKXl5eJCYmcvHiRSZNmoS5uTmNjY0sWrToL6+j/61/1usemalTp7Jjxw4RXRAXF4f7W60AACAASURBVCeoZ/DPPhUSEsKcOXPe6FPSVBg6+tjr9XZY9c6dO8VhNjo6mrCwMI4fP05GRsYbmRdS6C+8qZSQSKOSMd3GxoaVK1fSvXt3ysvL6dSpk3huERERDBkyhNDQUI4dO8Zvv/3G6tWrmTFjhiDFeXh4CDmeVCEhIfzyyy907dpVHLakOnDgANBxcOvXr58guAIizyonJ4fBgwczZ84c0bezsrIICwsTHqurV69iYGDA4cOHSUtLY8GCBQwePBhbW1vGjx/Phx9+yJAhQ+jZsye6urrCP5eVlcWJEydISEigvb2dWbNmsWPHDgYMGCCCllUqFb6+vty7d4/i4mIcHR05ceIEbW1tKBQKJk+eTFBQENbW1vj6+tLS0kJcXBxLly4lNDSU6upqMjMzOX36NAqFAg0NDUJDQxk1ahRpaWkYGBjg6uqKhoYGurq6tLe3k5GRgbu7O4cOHRL3N2lpafTt2xc/Pz/y8vLQ09OjtbWVkydP4uXlRUtLCxcvXqSiokIQNt977z00NDREuGpcXBybN28mIyODnJwcnjx5glqtpra2lh9++AFTU1PS0tIwNjZGX18fExMTqqqqqKqqEtImc3Nzjh49Ss+ePSkuLub+/fvcuXOH3r17U1RUhLOzM46OjkyePBkHBwe2bdtGSkoKXbt25ezZsyxZsoTRo0djbW0tPKj79u0jJyeH7OxsTExMBIFS8kFJWPDOnTtjYWEh+oWFhQUqlYrc3FyKi4tFn7p06RLdu3cXwbHSVquiogItLS309fVZtWoVnTp1EsCY1NRUVCoVsbGxuLm5CWS7lBsXGBiIv78/lZWVqNVqrKysiI+Pp6KiAicnJ2bMmIGzszM1NTVs27aNr7/+mry8PEJCQgRlsWfPnujo6BAUFERBQQHjx4/nxIkTQrkgeTE/+eQTgoODGThwIH5+fiJY/fnz51RXV2NiYkJYWBgNDQ0idiEuLo7evXsL6m5iYiLl5eXi/7Br164YGBjw3Xff4ezsLPKF6uvruXfvHj179uTOnTvcvHkTgBEjRggcfnR0NJ9++imZmZnk5eUJGaI0XLh+/brwQ+no6Aiv3dGjR4mPjycpKYni4mLa29sZO3YswcHBxMbGEh4eLrKYDh8+jJWVFQUFBbS2tmJiYiIObS9evGDWrFlER0dz7949IdW8c+cOI0eOFFmRb18f/139jz/8SKvhGzduUFpaSkNDA7W1tW80iLdlZW+HtUkl4Zil+ndyOOi4aEvBov7+/gCsXbv2T54giar0dk2ZMgW1Ws2kSZNoampi+/btALS0tLzRIK5fv87SpUvF83n33XfZu3cvubm5FBQU4OjoyPXr1wEEvQT+GUK3du3aN16jhoaGODC2t7dz5MgRQRmSnsMHH3zATz/9hKOjI87OzmRlZfHFF19QWlrKixcvxC/A4sWLKSwsZNq0aajVajZs2MCrV69Eqn1mZibHjx/HysqKe/fuiXUtdEgaJFqbi4sLCxcuZMmSJYwZM4a0tDT8/Pw4e/Ysffv2pa6ujg0bNqBSqfDx8eGTTz5h3LhxnDt3jh49etDQ0EB5eTnh4eGcPn2aEydOUFNTI4g2LS0ttLe3ExcXx/79+wkNDRUT96VLl2Jubs6wYcOor6/H0tKSo0ePkpGRgb6+vqCq2Nvbi4yfH374gTlz5lBdXY27uztpaWmiefv5+YkJU1lZGVlZWVhZWXHhwgVCQkIwMjKitraWpqYmEhISGDp0KF5eXnzxxRfk5OTQ3t7O3bt3sbKywtvbm4aGBh4+fIimpiabNm3i6tWrwgy/ZcsWpk2bhpmZGUVFRejr65OTk8Pu3btRKpWEh4dTVFTElStXWLJkCZ06daK8vBy5XE6fPn3w8PDA2NiYPXv2MHHiROHnkIATVlZWeHp6Ym9vj7a2Ng0NDdjY2FBXV0dKSgpLly4Vh30Jo1pUVERFRQXbt28nLS2NgIAAETbYs2dPNm7ciIODAxYWFjx58gRfX1/hCYCOJq6rqysyBiQJzLVr17hx44bIanJ2diYqKopNmzZhYGCAhoYGaWlp7Nq1CxMTE/Ly8gSm+/Dhwzx8+JDbt29jYWEhCFJtbW1iItSjRw9MTEyora3l2bNnuLi44OXlJQz+w4cPp66uToAVJkyYwMyZM8VUMiMjg19++UVMSCdOnIiurq4AYchkMmQymSDbfPnllyxfvhwjIyNWr17Nr7/+ypw5c1Cr1Whra1NfX4+JiQkffvghc+bMER6c4OBg7t27h0qlon///sTHxxMYGIhcLmf16tXU1NSIG5GbN2+SkZGBSqVi1apV5OXlkZuby8SJE2lsbCQiIoKvvvoKhULB559/zocffigAGNJh7uHDh+jo6NDQ0MDTp09Fcru0sYyKihLT4//WX5eZmRnQoSBIT0+nsbGR/Px80ae0tbX/5JuSZCdvV1NTkwjqrKqqErCdf1WhoaEixkDyda5du/ZPvh8rKyvRz6TS19cX8pNly5ZRXFwstjOv56IA3Lp1i9mzZ3P58mWgYxB56tQpETTo4+NDRERHLJKGhoboWd988w1GRkZCcQAdfcrMzEwcGNvb2zlw4AAfffQRarWan3/+mZaWFjE08/HxwdbWlvz8fL744gvKy8tJTk4Wh6dFixZRUlLC2LFjUavVbN26VagUdHV1yc/PZ8uWLbi5uXHt2jWWL18urkeVlZUsXryYBw8eYG9vz+zZs5k5cyaDBw8mJyeHrl27cv36dQFJWb58uaBdvffee4SEhHDjxg28vLxoamqisrKSGTNmcPXqVS5dukRdXR0tLS1CnioN4c6dO0dwcDAuLi6kpqYye/ZsTExM6N+/Pw0NDZiZmREREUFeXh76+vocOXJEAFWkjJ+9e/cyYcIE6urqcHZ2JicnB1dXV4HzlgazlZWVKBQKzM3NuXXrFn379hX5RsXFxaSmptKnTx9cXV1ZsWIFCoUCtVotSF6urq6oVCqePXuGlpYWn3zyCffu3WP8+PGYmZnx6aefMmbMGIyNjSkrK0NXV5eCggKOHz9OTU0N06dPp6ysjMjISD7//HP09PTEgapHjx44OzsL7+rw4cNJS0vD398fpVIpfEVOTk5YW1ujra1NY2MjVlZW1NXVkZWVxezZs8XGMD4+nvj4eMrKyqiurubQoUNkZ2fj6+tLfX09CoUCb29vtm/fjo2NDWZmZrx48QJPT08cHR3Fz0V2djba2tro6elRVFQkDu7379/n4cOHxMXFYWhoiL29vcju6dSpE5qammRnZ7N582aMjY0pKioiOzubjIwMIiIiiI2N5fHjx5iamlJbW8u4ceNoa2vDzc2NhoYGvLy8MDIyor6+nsTERBwcHHB2dsba2prMzEz69+9PXV0dZ86coX///kybNo1x48bxzjvv8P7775OXl8fBgwfZsGEDdXV1DBs2TFzf9fT00NbWFn60mpoa0ZfkcjmLFy9mw4YNjB8/HrVajUwmIyEhASMjIzZu3MjEiRPR19enubmZoKAgoqOjaW5uplevXiQnJ9O9e3cMDAz4/vvvqaurw97eHlNTU5H1pVKp+O677ygqKqKwsJBhw4ahUqm4ffs2O3bsoKioSPRDCc7j4uIiPOQymUzYEqytrdHX1+fnn39GqVTy7NkzsV37T+p//OHHxcWFAQMGMHz4cKZPn87y5cuJj4+nR48eIodHmoxI07S/mrBJK//s7GxxyJCmVW+jRl+XJhw5coTRo0ezYsUK4J/rdmntL5UkR9DQ0BCSsbNnz5KXl0dMTMwbH+vg4PBG4N2rV6/EOk+asvn5+eHk5MTcuXNZtGgRo0aNEh8/adIkYShVq9V/Svt+neyzZ88e5syZwzfffEN6ejrLli0TScMfffSRmP6UlpbS2NiIjY2N0GFLOO2tW7eKm90TJ05QW1vLgAEDWLBgAR4eHly9epWSkhL8/f0pKCjg5s2bpKSkcOvWLbZt20ZVVRWNjY1UVlaye/duQkJCGDNmDN7e3jx58gR9fX2sra159uwZlZWVODs7c/ToUT744AP69OnDpUuXOHr0KBUVFYwbNw5XV1eqqqpYuXIlWVlZ7N69Gw8PD3x9fYmOjhZypZMnT9Le3o5SqRTEsY8++kg0G+nQEhERIegl2traIg3b6X+x5iMiIoSfpaamBi0tLQIDA1Gr1cTHx9OtWzego8FIQX/Stm/KlCk4OTmRkJDAZ599RlNTE3p6epibm/P8+XNyc3PFYUnyFLW0tIgp/IEDBwgKCuLy5cvY2dlRUlIiPG1SMJ6VlZXAbUur4sePH1NXV0dubi7p6ekCU6lQKKirq2PixInExcVRXl4u5C3l5eVERkZy6dIlgoKCMDQ0ZMuWLTg4OKBWq7lx4wbTp0/H3t4eLy8v+vfvz6pVq4RJUUKaLly4kISEBPLz87G1taW8vBxdXV0yMjLQ0tJi1KhRPH/+nIyMDHHAl8AGUmaQqakpurq6tLS0cPfuXe7evUtqaiqZmZl069aNhw8fUllZSUVFhfCnKZVKQYW8efMmr169IjY2lsjISPT09FAqlUybNo2mpibq6upob2+nuLiYrVu3ClOmkZERXbt2RUdHh5s3bxIfH095eTm5ublYWFiwfPlyMjMziYiIEL/n5ubmwjtz/PhxEVqYnp6OoaEhz58/R61Wc+jQIUFn8/T0FEQ/Y2NjTExMCA0NFUOSd955h+rqarp06cK2bduoqamhra1N0LEk34SnpydGRkYoFAq6deuGm5sbRkZG5OXlkZyczNixY5k/fz7Z2dn8+OOPBAQEIJPJsLOzo729HQsLC2E0NTIyIiMjg4yMDE6fPk1TUxO2trYsWrSIvXv38t/612Vvb8+IESMYN24cK1as4KOPPuLVq1f069ePuXPnAv/sS6+rE6SS/m7evHlARzCoJCmWtv//rk/t37+fiRMnikOQ5Id93bcDCImdhoYGLi4uNDU1cfz4cYqKiv6kl7exsRFyV+jYbEm0SqlPSZ7JhQsXMm3atDdobh988AEHDhzg6tWrgj75er3uY925cyfz589n1apVPH/+nBUrVlBYWIiWlhYff/wxiYmJ3L17l4qKClQqFZ07d6a8vBwvLy/UajVdunRh/fr1KJVKDh06xKVLl1AoFAwfPpw1a9YI6Vx6ejoDBgyguLj4jWy3zz77jOrqapqamlAqlZw4cYJ+/foxadIk3NzciIuLo1OnTmJrWl1dja2tLREREfzjH//Az8+Pu3fvcuHCBQFrcHBwoKamhgULFpCXl8dXX32Fk5OT2K5KCO3Lly/T3t5OTU2NuF4uWLAAe3t7srKyyM3NFVAdKWxZIky6u7vTpUsXHB0duXXrFgYGBqjVahEo3b17d9RqNa9evRLfu+rqarHVk7Z9o0aNws7OjtTUVLZs2SLAGJKkqqCgAAMDA5HNEhgYSFtbG5GRkUL+NGXKFCIjIwUWWorS6N+/v1AeTJ8+HU1NTQoLC9HQ0BCyeymvZfDgwaSlpVFUVER9fb2gxFVVVQkiplKp5OnTp9y+fVvEF+zfv1/YAv744w9CQ0OxtrbGxcVFBHpL4CITExNOnDhBWFgYqampFBYW0rlzZ6qqqtDW1hZAIEmin5ubi0KhoLi4mOzsbFxdXUVmkJGRETo6OrS2tvL48WOePHlCVlYWeXl5eHl5ERMTg1KpRKlUigycmpoarKysRE5idnY2SUlJREdHC8LZ2LFjaW5upqGhgfb2dsrKyjh48KDY5sjlciH5vHjxIikpKVRVVVFQUICpqSnvvvsuubm53Lp1SwxmTE1Nqa6uZvDgwVy6dElstSRpalJSEmq1mvPnz5ORkUF2djYuLi4cP35cQAqMjIwYOnQozc3NHD58mJCQEGpra+ncuTOff/656KunTp2isLBQ3EO6uLggl8uFqsHR0RG5XE5RURGZmZkEBwczefJkFAoFe/fupXv37mhpaYkwZlNTU4qLiwXaWhryXblyhebmZqytrZk+ffq/tbq8Xf/jDz8ADx48ADo2NRoaGgwcOJDw8HBOnjxJZGQk0dHRb1Bw3v5TQ0ODY8eOibcl3fJPP/30l4mwenp6b8jirly5IjZQUr39NiCkZX/7299E04mOjhY6Zani4+PZs2cPABcuXHgjTFV6jpGRkYIKt379enr06IG1tbVAYM+ZM4fVq1cDHXIEKfTz9ZKmajo6OiLXZvTo0SJBu76+Hg0NDeEZ+Pbbb9m2bZtoYCtWrKBfv34olUq6dOnCkCFD8Pf3F98PAwMDAgICsLOz4/r16yxcuJDDhw8zfPhwnJycKCkpITU1leXLl5Obm8tvv/1G//79ycnJAToIQfv27RN+gsOHD3Pjxg1SUlJEKJalpSUPHjzgq6++onfv3syePZunT58yceJEsrOzCQ8P58qVK9ja2tLW1sbChQuJiYnB2NiYgQMH8u6775KQkEBSUhIhISFs2rSJ6upqJk6ciLm5OYGBgRw/fpykpCTq6+sFHcvc3Jwff/yRs2fPiqloY2MjMTExyOVyUlJSyMvLw9nZmcbGRpqamtDS0hLa1Pz8fObPny+SxGUyGdOnT+fVq1ckJyfj7u5OUFAQxcXFYnPo7OzMtGnTGDx4MK6urty8eRMLCwu+/fZbzM3NUSqVREdHY25ujp6eHpqampibm9Pc3ExjYyNr167l5s2bPHr0iHHjxhEXF8dXX32FSqXi1q1btLa2MnHiRDER9fDwoFu3btTU1PD06VOamprIycmhS5cuXLp0Cblczpw5c8S2dMKECWhoaAgUaefOnfnmm2/IyMjA2toaPT09fv/9d3777TeREO3s7Iy+vj4vX74kODiYgoICHj58yMKFC3ny5Alz5szBxcWFuro63N3dcXJyEhNSyWMwceJEunXrxgcffCCQ3t7e3ri4uKBQKEhKSsLFxYVZs2bx4YcfYmtrS0VFBTY2NvTs2RNjY2O0tbXR0dHh/v37REdHU11dzatXr7Czs2Pjxo1ERESQkZGBv78/WVlZ1NbW4uzsjEqloqqqir1791JXV8edO3dYvnw56enpIr+grKyM1tZWli5dytSpU2loaEBXV5eFCxcyYsQIHj16RFJSEidPnhRmYMlHNHHiRBYvXiwgKEqlEjc3N3FgSkhIENPj58+fC+CBZG51cnISDXPKlClERUXh6urK3r17WbZsGSkpKcycOZM+ffqwY8cO0tPTxaFPCgx8+vQpkydPpk+fPpiamjJ16lScnZ3p168fBgYGxMbG/mnY8996s2QymRhKXL16FblczqhRo1iyZAmHDx/m2rVrJCYm/m/7lLTJkMvljB49GugAGkiezNfL2tr6DRjPuXPnxHRayuB5W2YGCGnZ/PnzhSwvMjJSeIGkevz4sTj8nDp1iuXLl7/xfg0NDa5duyYABOvXrycoKAgPDw/UajVZWVnMnz9fSCYl+tvbfUrKY7GyshISzwkTJmBjY/PGjfKAAQPENecf//iHoNFJ+XPSTWXfvn3x8fERQ0cp3NHa2po//viDadOmsX//fgYMGCAOG9nZ2cybN4+CggK+/fZbMciDDgLr999/T0NDA5qamkRERPDgwQOysrLo1KkT5ubmmJqaEhMTw6pVq+jevTt/+9vfePHiBSNGjCAvL48ZM2aIg0FbWxthYWEkJiZiaGhI7969mTJlCqmpqaSmphIUFMSuXbuora0Vkp4ePXoQERFBWloajY2NwktiYmLCvn37uHr1Km1tbcybNw+VSkVCQgL6+vpkZGSQnJyMnZ0dzc3NNDc3o6mpiaamprjxX7x4MefOnROSMAmLnZGRgbOzM35+fpSXlyOTyRgzZgz29vZ8+OGHBAYG4ujoyMOHDzE3N2f16tVisy4RPXV1ddHQ0MDExITW1laam5tZsmQJDx48IDY2lpCQEJKSkvjll19oamri0KFDtLW1MXLkSBITE9HV1cXJyQkPDw/q6uoEyaygoIDOnTtz9+5dDAwMmDBhgpDuT506VQwIJOrdjh07yM3NFUPJTZs2ceLECezs7CguLsbOzk4Ai4KCggS9cdq0aTx//pyJEycKP6ejoyN2dnYUFRXR3t6OXC4nMDCQESNG4OHhwezZsykrK+PFixe4u7tjb29PcXExaWlp2NvbM378eL744gusra2pqqrC0tISb29vDA0NkclkaGtrEx0dTXx8PDU1NWRkZAg56p49e8jJycHHx4f8/Hzq6+uxt7enqamJmpoaTp06RV1dHY8fP2bevHniYCWXy6moqKCtrY05c+YwZswYQTSdOnUq8+bNIy4ujtTUVC5fvkxdXR1ubm5UVFRw//59Rvx/7L1nVJV32vb927DpvSNNuggqRRQlEBEFLNi7URMTU0zUTEyiGdPGWGLL4wRbLKMRNNHYoyYqgiKKFCnSQZr0Jr1s6n4/+Fz/0WTue93PWu9a77zPmvMLBvfeAmFf5/U/z+P4HaGhLF68mIqKCjEEtre3JycnRxyuY2Nj6erqIjs7mxMnTjB+/HjU1dWJjY3FxsZGqB2mTZtGamoqtra2/PLLLyxfvpyioiJmzpwplCNSHEdjYyNVVVW4urqSkZHBlClThM1j+vTp2Nra4uPjg5aWlvCK/U/r/xeHH6n09PREurUUEnrs2DExeZdKSp7+Y23YsOFPn/vb3/72p8+9SJT5Y72I+NyzZw89PT1ii7Np0ybxUXp+UFAQR48eFc+RNjxSzZkz5yU/TmdnpyC+PXz4UEz3pkyZIjZc0msvXbqUEydOiGnhl19+KWQHSqVS5B8pFAomT54MPG80MTExvP3220KSERYWJr6GpKQkzpw5w6uvvkpERATp6els3LgRTU1NPv30U+RyObm5uZw4cYIjR44QERHBnDlz2LlzJ9bW1oLZbm1tzd69ezl8+DBOTk589tlnmJiY4OjoiKenJ3fu3OHWrVsMHz4cBwcHkZL87NkzMdkODg7m7Nmz7Nixg23btomb2HfffRd1dXWqq6spLS0lNjaWd999lwsXLvD06VPKysowNjbm7Nmz7Ny5k7S0NExNTfniiy+oqakhLS2NO3fu0NPTQ2pqKosWLUJDQ4OGhgbREOrq6ggNDSUoKEikkFtZWREQEEB5eTk6OjoMHToUc3NzgXqUy+UUFRUJDPfx48extLQkKCiIiRMnsmXLFubMmYOjoyOdnZ3Mnz+fBQsWYGBgwI8//kh/fz/9/f00NTWJj0qlkry8PNTV1YmPj2fIkCEsWbKEyZMnC4JZSUkJM2bMIDY2VhyypICw5cuX093djYGBAXl5eeTk5ODr60tZWRlJSUmkpaXR3t6OUqnE1taWiRMnYm9vLzTukZGRfPfdd8hkMi5fvoxCoaCqqgqFQsGOHTuwsLDAyMiIe/fuYWBgwLp16/jiiy949dVXCQgIoKCggLq6OgEk8PLyYtGiRRQUFLBkyRJ++uknXF1dUSgUaGtrM2HCBAH9MDY2pqCgAHV1dby9vcVN+uPHj/noo49QUVHB19eXzZs3093djZWVFb///jupqamMGjUKY2NjwsLCBJlOU1OToqIirK2tcXZ2xtPTk5MnT3L16lVB2fntt98EVGXs2LFUVVXR0NBASkoKTk5O5OTkEBcXx9dff011dbXA2A4fPpy4uDjxu7F7925cXFxYvnw5pqamQsKjVCopLy8nJiaGb7/9lp9//pmjR49iYmJCXFwcOjo69Pf38+677+Lm5oavry+mpqZkZGSwYMECnJ2dSU1N5cSJE3h7e7Njxw4Bt8jNzeXgwYPcvn2bgIAAHj16REZGBqNGjaKgoICQkBAePnxIT0+P2FpFR0fj5eWFqakpXl5ehIWFsWvXLsLDwxkcHKSzs5Po6GhxY/Gf+q9LOshYW1vz0UcfMTg4KHyjZ86cETRNqf6rPrVx48Y/fe6PoAB4js/+Y++Tyt/fX/x5165d1NfXCyqc9PGLL74QXtcpU6Zw6NAh8Rxp4CER4BYtWkRCQgLwnDRaXV3N6tWrkclkxMbGolQqaW1tJSgoiFGjRgEQEBAgnnv06FE+/vhj4HmfOnfuHPC8T4WFhQmyqPT1XLlyhWvXrvHOO++IPhUUFCR+npmZmURFRREaGsrevXsFEUtdXZ2vvvoKFRUVioqKOHr0KIcOHeLkyZMsWrSIH374AQsLCxYtWkRFRQWWlpZ89913IiT0r3/9K0OGDGHo0KEMHz6c33//nXv37uHq6oqtrS1PnjwhOzub5uZmampqUCqV+Pv7c/36dTZs2MD+/fsFYnnp0qWoq6tTX19PRUUFCQkJbNq0id9//52qqipxeLl27ZqgmRobG/Pdd99RX19Pdna2eL9mZ2czY8YM1NXVxWGtvr6exsZGAgICGD9+PCYmJmRlZQmiZ3V1Ndra2nh4eGBiYkJfXx9aWlpCIWBoaIihoSFHjhzB1NSU8ePHM27cOCIiIggNDcXGxoauri6mTZvGtGnT0NPT4/z586JPtbS0iI+ST0m6cTc3N2fmzJm88sorqKioMDAwQHl5OfPmzePhw4fI5XJmzJhBVlYWNjY2zJ07l+7ubuzs7CgqKqKwsJCRI0dSWVlJRkYGOTk5AmxlZWXFuHHjsLGxwdXVlaSkJC5evMixY8eQyWT88ssvwpfZ09PDoUOHRKh6cnIyenp6bN68WRzgfH19KSkpEXlV/f39It9G6q1XrlwRwzAtLS38/PwE2dDQ0JDS0lLU1dXx8PAgPT2dKVOmkJuby1tvvYWKigojRozgo48+QqFQiOy6rKws3NzcBLChp6eH/v5+NDQ0KCsrw9LSEnt7e9zd3Tl//jy3b98WferOnTt4eXlRUlLCrFmzqKuro6mpiYyMDOzt7Xny5InIc6yrq0NXV1cM1pKSksTvxtGjR7G3txeRHf39/SxbtgylUklVVRUJCQls2LCBq1ev8vPPP2NoaEhSUpLAT0sY7hEjRmBsbExubi7h4eHY29uTlZXFwYMHA4oOFwAAIABJREFU8fDw4MCBA9jY2GBra0thYSGRkZEkJCTg6+tLZmam8ISVlJSwfPly0tPT6e3tFZEr9+/fx93dXWQrBQYGcvjwYYKDg8Uw9t69e3/y8v939W9/+JE2M76+vigUCnGAkS7Up0+fFiQuqaTcgr6+PnHBhZfzdKQ8Bsmf8qLhVMKOvvi5tLQ0oqKiXjKRfvrpp/zyyy+sX7+enp6el7TZ0td99+5dTp8+zbx584iMjPyXm6YXA1iTk5MFYluq5uZmdu7cKUhjqamp4lD05ptvvnTafVF2INUfSXCbNm3i6NGjyOVylEolr732mpDK3bp1C4C4uDj8/f3Zv38/vr6+fP7558DzaeP3339PVFQUr732mkgIDwwM5Pr161y8eJGrV6/S1NSEhYUFQUFBQk4RGhrKxIkTOXToEEFBQcKIWFpaypIlS6ivr+fjjz8mOTmZmJgYgoODsbS0pLW1lY8//piMjAz8/PwEoea3336jsrKSr776SqA7m5qa2LRpE0OHDkVbW5sPPviAFStWiDyfdevWER8fj56enjA3DhkyhO+//57x48dTX1+PXC5/KQy0t7eX69evU19fj7m5OYODg2Ir9+jRIxoaGsShoK2tDSsrK6ZPn87+/fvx8/MjIiKCq1eviuTzZ8+e8fTpU0aNGsUvv/xCcnIyr732GtHR0ezevVustidPnszAwAD3799nxIgRDBs2jIkTJ5Kbm0tlZSWWlpY8ePBAsPr19PTYuHEjJSUlIvMoPDwcDw8PDh8+jKOjI/X19dy9e5enT5+irq4uJjJaWlpCE56UlER9fT0TJkxg0aJFYlOoqqrK5cuX0dHRQUVFRQToubu7Y2xsTHV1NV9++SVbt27l8uXLlJeXExoailwux8HBgb6+PvLy8jAwMMDa2ho9PT1ef/11YmJisLOzIy8vj4qKCnx8fOjt7WXHjh3Ex8ejUCiIi4vj8ePHODg40NLSwueff05CQgIPHz4UMIicnBwaGxtxdXVlyJAhREVFUVJSwiuvvEJFRQUAH330Ebq6usyfP5+uri42b97MjBkz2L59O3PmzGHixIk0NzezcOFCgdl3dHRk+PDhaGlpMXz4cCFjMDY25ubNm2hqanL//n1OnDiBQqGgo6NDUNikjUxLS4vAfJqbm7Ny5UqOHTsm0tMlPTQ8Dy8+duwY1dXVbNmyhaSkJNzd3UlPT+fmzZtkZ2dTWFiIkZERvr6+NDQ0YG9vj7+/P3l5eQQEBLB582a8vb1xdnbGxsaGnp4efvjhB2praykrK6O1tZXy8nKePXsmblwkPKqJiQl+fn7ExMTw4MEDfH19sba2/tN15T/1z5JunAIDA1EoFKxevRpAbDnOnj37p+FbWFiYeK60xQdENhD8E8zzX/WpS5cuvfQ56ffwRSn0xo0buX79Ol9//TUNDQ1cvnxZ/J20hb9x4waXL19myZIlwnz+x5L8Qq2trTx+/Pilw5L0+R07dnDu3DkePXpEZmYmSqUSTU1N3nnnHfEehJd7nlSSzE+q3bt388MPPwhC1+zZs8U0X5JU3bx5k4kTJxIZGcnIkSPZvHkzCoUCMzMzjh8/zsWLF3njjTcEBW3MmDHExsZy5swZoqOjaW5uxsnJiXHjxgkf7oIFC5g4cSKnTp1iypQpjBs3juzsbCoqKpg1axaNjY288847ZGRkcP/+fQICAkQm29tvv01OTg5eXl6CpHjnzh1qamr48MMPSUxMxNrampaWFj744AOxcVi+fDnz5s2jubmZzZs3s3LlSpKTk9HR0RHeUemm2cfHh8bGRlRVVeno6BDDwt7eXmJjY3n27JmIe5BgLFlZWTQ1NdHT0yPkQ+bm5kycOJGIiAi8vb05ceIEsbGxTJgwAXV1dSGjCg0N5fr162RkZDBr1izi4+P5/PPPyc/Pp6WlhYCAAAYGBkhOTmbYsGE4Ojoyfvx4ioqKqK2txcLCgkePHlFWViYCkyVvigR+mTRpEq6urhw8eBBbW1uePXvGw4cPqaqqEtlKcrkcTU1NqqurMTIyIiMjg8bGRvz8/MTBEJ6rcm7duoW2tjYqKipMmzYNOzs7nJ2dMTAwoK6ujrVr1xIREcGtW7eoqalhwoQJqKioYGtrS19fH0VFRejp6WFhYSH6RUJCAlZWVhQXF1NdXY2Hhwe9vb0cOnSI5ORkenp6SEpKIi8vD1tbWwGRSE1NJS0tjaqqKhwdHXny5AnNzc04Ojpibm7OhQsXqKysZPTo0QJqtWrVKrS0tMSGZv369UyePJkDBw4QFhaGv78/ra2thIeHk5SURHh4OLa2tjg7O6OhoYGTkxNtbW20tbVhaGjIvXv30NTUFCHdCoWCzs5OQkJC8PT0pK2tjWnTptHe3i4kmCYmJixYsEAoFry8vEQWFkBNTQ1nzpyhvr6e/fv3k56ejouLC7m5ucTFxVFQUEBZWZnIBmpqasLGxgZfX19iY2Px9fVl/fr1eHh4MHToUMaNG0dPTw/btm2jrq6OiooKQR5sampicHCQp0+fiowoQ0NDvLy8SEhI4NGjR4waNer/rsNPX18fCQkJpKam0tvby9WrV3n48CHbt29HqVSyZcsWQdKA59I46UQul8vZs2fPv3xdSRbwr7ZBgJjSSTrNW7dusWzZMs6cOSPkCIDQc0um7a+//vpPryVRqqQAU8lEKpk+JcnLwoULXwqSky7GxsbGfPXVV8BzQ6uKigo///yzwG5LJTVcmUwmtN/S6/7666+iwSYnJwMwbdo04Dm+eMqUKaSkpDBmzBjxs3nw4AFz5sxhy5Yt4vUmTpzIl19+ib29Pebm5mzdupW7d++yefNmVFVVaWxsJCUlhVOnTnH27FliY2M5f/48n3zyCW+99Ra2trZCjjBkyBD27NnDpEmTBHL67t27TJgwgddee41Ro0aRm5uLkZERgYGBKJVKQV6bOHEiM2bMoK+vj/b2dg4fPoy9vT3jxo0jKyuLoqIiFi1aRGRkJFeuXMHLy4tt27ZRVVXF8ePHxSZsxowZ1NTU8Pvvv+Ps7IyPjw+GhoZ8+eWXeHh4EBMTg5eXF15eXnR1dWFpaYmurq5o7FJo6fDhw5kxYwavvvoqT58+JSMjg7Vr12JqaoqbmxuDg4MMGzZMeFSCg4PZtGkTXV1d2NrakpiYyN27d9m4cSO6urrY2NgIU/uSJUswMTFBW1ub2tpacnJyqKqq4tq1ayxcuJARI0bw448/0tfXJyg9jo6OeHl5MWfOHLS0tNiyZQt6enpYWVkJTPW4ceOoqanBysoKAwMDxowZQ3Z2NnPmzEFTUxN9fX3xs1IqlcTFxREQEEBbWxsymYyhQ4cSFxfH4OAgxcXFGBgYcPPmTf7yl7+gq6tLWVkZu3fvRkNDg4GBAfz8/NDU1OTmzZuoqqpy69YtIel65ZVXRNOLiYnB2NgYBwcH5s6dKzTkGzZsIC0tjbfffpva2lqMjIwwMTHhypUrlJaWcvfuXcLCwoRJf82aNezYsYPTp08TEBDAkCFD2Lt3r6Ai5eTk4OzsTEVFBUZGRlRXV/Prr7/S1tbGqVOniIqKYnBwkKamJhYtWsTAwADDhw9nxYoV1NbWoqWlxbp167C1tcXOzo7i4mKRiP706VPu3r1LT0+PkDlKhw6JBvXw4UMWLlwogviMjY1xdXVl/vz5aGho0NTUxMaNG/noo4/o6+sTU9VFixbh6enJ3bt3mTRpEj09PaSlpZGbm8tvv/1GWloaw4YNw9jYGHV1daytrRk/fjxnz55FU1NTyGe9vb0xNzdn1qxZnDp1ips3b2JsbMyCBQu4fv06//jHP/D392fChAliU/Sf+tcledPu379PY2OjyJs5cOAASqWSzz///CXD/40bN4SU0MTE5KUDz4slpdy/+NwXS/LRSDdN9+/f54033iAqKkoMAeF5flxnZ6eIT/hjn9LS0qK9vZ2ffvoJGxsb4J9yc0m3L0m5X3vttZe09enp6UIOJPUpCfUeFRUl8ovkcjmAyIaTyWRCEqeurs5rr73G+fPnRU+WwD7SQG/06NEEBQXx6NEjQcCC5zlAU6ZM4ZNPPhEqCH9/f/HeNDExYd++fdy8eVP0qbKyMq5du0ZERAQHDx4kISGB3377jU8//VS8vx4/fgw8J60eOXKEgIAAbt++zZo1a0hMTGTcuHHMnTtX+PsMDQ3FAa23t5fLly/j7+/PpEmTGBgYoKOjg59++gk7Ozt8fHzIz8+nrKyM8PBwLl68yK1btwSdsa6ujj179hAQEIBMJiMkJIT6+noiIyNxcHBgxIgR6Ovr8+GHH+Lq6iom4xIlTYpcyM/Pp62tDTs7O9TU1HB2diYkJAQ/Pz8qKyvJzc3lww8/xNjYGGdnZ/r7+4WntrOzU/wcpc26FDGxbds2dHR0hOnc2NiY2bNnY2RkhJaWFg0NDRQWFlJbW0t0dDTh4eG4urry3XffiUw4LS0t7OzsRNC0pqYm33//vaCfSphqHx8fQdnV09PDy8uLgoICwsLC0NDQQFdXl59//lncI5w7d07cx8hkMmxsbEhMTGRwcJDy8nJ0dXW5d+8eb731Ftra2lRUVPDDDz+IPiURAePi4pDL5dy7d4/bt2/T0dGBr68vQ4YMoaWlRUQ+2NraEhYWhpmZGS0tLaxevZrs7GyWLFlCQ0MDhoaGGBsbc+vWLSoqKgQ9VDLpr1y5kv3793Pp0iV8fX0xNzfn2LFj9PX1cfv2bQoLC7G3t6empgYDAwPq6+u5desWHR0dXLp0iYsXL4o+NWPGDAYHB3F2dmbu3Lk0NDSgqanJypUrGTJkCNbW1kL+Z2NjQ2VlJQ8fPqSvr0/EmVRWVtLe3k5/fz9ZWVmkpqYSHh6OqqoqNTU1GBoa4ujoyLRp09DQ0KC5uZnVq1ezatUqQZZ7/PgxM2bMwM3NjYSEBAICAujp6SEnJ0dQ2rKzswkKCsLIyAg1NTUsLCwYPXo0V69eRVNTEwsLCwYGBnB3d8fU1JTQ0FAuXrxIXFwcRkZGTJ8+nTt37rBr1y58fX0ZN26c2BT9T+rf/vAzODgoLmhbt25lyZIljBs3jry8PACGDRsm/DOSnyc0NFQ8Py0t7U+hoi/WH7HVUkkHAz09PQBB94LnE6oXzaZjx44VspDNmzeLw5FSqcTT0xNvb2/g+Tr10KFD+Pr6CgBDX18fISEh/PTTT5w9e5YFCxaI15bWnAAjRowAnptIt23bxtKlSwkJCRHMeni+iZKeu3v3bs6ePSv+e8aMGaLB6ujoMGLECORyOWvXrqW/vx81NTWioqKIjo4Wz9m0aRNr167liy++wMvLS2xhpKnC1q1bRejs+vXr2b17N8ePH2fHjh3U19ezb98+srOzSU9P58yZM9jZ2QnDoTTJDwgIQEVFhe+//56pU6cKaoxcLsfFxYWRI0diYWFBREQEampqTJ8+Hfv/HZxnYmKCioqKyLpRKBQkJyejUCi4fPkylZWVTJ06FX19fZEWfevWLRQKBT09PaioqFBcXIyRkRGRkZF0dHSQkJDA8OHDKSoq4vHjx6xcuVL4RdTV1Tl16hRdXV1CmqWrq0tXVxdRUVF0d3ejqamJtrY2bW1tvP7665w6dUo0UV9fXxG4lpCQIIg2UjbLhQsXRHK4hH12cHCgurpaoEnz8vKEEV2SwmVkZBASEoK+vj4nT54UcoQjR44IhKeRkRHq6urCRK+qqkp/fz+ampp0d3czZcoUampqcHJy4tKlS9jb2+Po6IiBgYGgVAUEBAgSjkSmWbRoEZs2bcLT01MYET///HMGBgaoq6tjzZo1tLS0iO1lR0cHRUVFnDlzBh0dHTw8PBg7dixJSUli26alpUVTUxMnT55k1KhRQnt/6tQp4dMbN24cenp6LFmyhLlz52JhYYGzszPGxsbI5XL6+/spLCzE2tqa0NBQMjIy0NPTQ01NjZqaGm7evMnUqVP56quvRPhoZmYm7u7utLa2oqmpyb59+7h69Spubm4EBgaSn5+PpaUlMTExAqEuhQ06OTnx2muv4eDgQEpKCmpqamhra7No0SIBEJHeZ5IGf/r06SQnJxMdHU1TUxOpqan09/eTl5dHV1cXY8aMoby8nC+//FJsepydnampqeHx48cCF9rX18eIESOora3l119/ZerUqaxfv54LFy6gVCqZNGkSV65cIS8vDy8vLwYGBsSm0NzcnLKyMuGtiIyM5OnTpyQnJ3PlyhUmTpzIjRs3/kQO+0+9XEqlUmzBt27dyuzZswkKChI5PU5OTmJTIpPJCAsLIzw8XDz//v37ZGVl/cvXlslkwqz+x5o4cSLwzw3RyZMnxd9dvnxZXMv7+vrEAEBTU5PNmzeLw5HUpyRSXH9/P/v27SMwMFAM9/r6+ggMDCQyMpJTp04xY8YM8dr3799HW1sbeA5AAFi7di0bNmxgxYoV4rHSkFIKooTnWUWnTp0SB8F58+aJrDlLS0vGjh2LXC7nww8/pLm5GblczoULF4iPjxev8cUXX/D666+za9cuPDw8hCHd3t6e9vZ2Pv30U86fP8/x48dZv349X375JWfPnmX//v00NjZy/PhxkpOTycrK4vLlyyJ7Rl9fX3hQpcPcN998Q3BwsPgoBYAOGzYMMzMztm3bhpqaGsHBwdjY2HDr1i2MjY2RyWQkJiZSXl4uclR6enq4ceMGtbW1BAUFCQO4ioqKkGX39vYik8nEBP3cuXN0dnby6NEjMVDJzc0VQxR1dXXkcjkXL16kq6tLKE20tbXp6uri4sWLKBQKQdtsb29n5cqVXLp0SUgKR40aRX9/vxhUShkq0ueOHDki+s2zZ8/E4bi+vl7AAYqKioQRXRra5OTkEB4ejq6uLufOnaO1tZX+/n5Onz6Nnp4excXFGBoaoq6uTltbGxYWFkIyp6GhgUKhICgoiPr6eoYOHcqNGzewtbVl6NChGBgY0NfXBzzPgpQO2vb29nR3dzNz5kx27tzJ8OHDBQZ8165dDA4OUl9fzxtvvEFbWxutra0cPHiQjo4OysrKuHLlCtra2gwbNgxvb2+R3VdRUYGGhgYtLS3s3bsXDw8Pgdq+cOECR48epaWlBR8fH7S1tZk1axbTpk3D1NQUe3t7hg4dilwuZ2BggJKSEiwtLQkMDCQnJ0f0qbq6Ou7du8fEiRPZs2cP169fx8TEhLy8POGB0tDQ4Pjx40RHR+Pq6oqfnx9PnjzB3NychIQEXFxckMlkQgJob2/PnDlzsLW1JSMjQ6g+Zs6cSWNjIxYWFvT39yOXy3ny5AlDhgwhODhYbDlbWlrIyspiYGCAoqIiuru78fLyoqKigu+++46SkhIMDQ2xt7enoaGB3NxcAgICyMzMpL+/H1dXVxoaGoiOjmbixIm8/fbb4n7a39+fmzdvUlRUhLu7O/39/WLYbGpqSmVlJSoqKtTV1XH+/HmqqqpIT0/n1q1bvPLKK9y9e/dfeiP/q/q3P/xIOn0JC7h+/XoA0TgkqdmLhxF4Lm+B59MiSb8sPUYySv4rHbVMJqOoqEj8O1LNmTPnT4+VXi8pKYmAgAB27NgBPJ+YSRfwcePGiW1OcHAw7733HrGxsfzjH/8Anm+WIiIihKRA+r6USiX9/f0A/OMf/xAmVQkF+WK99957rFmzhtWrV4u8gs2bN4vAJ6VSyZo1a8RNbGdnJ5MnT+add95h//79zJ8/X0zt1q5di56eHjKZjG+//ZYtW7bQ2tqKjo4O3333ncBdX7hwgcjISBYsWICvr6/APtbU1LBu3Tq8vLx45ZVXREhmVVUVO3bsYN68eTg7O/PkyRMOHz4s0N0HDhzA3t6eEydO0NbWxsiRI/niiy+wtLRk7ty5XL9+nb6+Pnp7e7GwsMDHx4fo6Gi0tbVpbGykpKSEzs5OBgYGsLS0xM/Pj6dPn3LhwgXMzMxwcXERIamSjKqhoQEzMzOmTJlCeHg4v/76K6+++ira2trk5uYSGBiIXC7n1KlTaGho8OzZM6qqqgRSUyaTUVJSgp2dHdbW1vz++++YmppSUVGBnZ0dP/74I/b29nR2dlJdXc2PP/5Ie3s7crmc2tpakfci6cc9PT1xdHREX1+fv//972zfvp1Lly6xceNGQaJxdHTE1dWVzs5OfH19Wb58OW+99RbwfEr8+PFjzM3N0dfX5/333+eLL75AW1ubFStW4O3tjaamJl1dXVhZWVFfXy9IfFJmw+3btxk1ahTt7e188803zJw5k4KCAmQymUBi6+jokJaWxuPHj7Gzs2PZsmW4uLjQ09PDwoULBdHn/Pnz/PzzzyIkr7GxETs7O3R0dHB1dWXo0KE8e/aMnp4eofmXyWQirfrs2bP8/e9/FzcT+vr6jB8/nj179uDi4oKZmRmHDh0iPT2duro6bGxsGDduHObm5mhoaBAZGcmMGTMoLy9HX1+f/fv38/777+Pj40NdXR3l5eVcunSJ+fPnI5fLcXd3F1S4yZMn4+7uTn5+Pnp6epSWltLX1ycOm729vZibm3Pq1CmsrKxoaGggMDCQ2NhYDA0NcXV15dtvv0VfX5+Kigqqq6uZOnUqoaGhGBoa0t3dzebNm+no6CA0NBQvLy8mTpwoPFJhYWHi0BwSEoKLi4tI6ZbL5eTk5Ai0rxRGam9vz5tvvkl0dDR+fn50d3fj5ubGqlWrCA8P57fffsPMzIwlS5ZQU1NDTk4O9fX1VFVVieHNkCFDuH37Np2dnSQmJpKZmYm6uvqfwjb/Uy+XhoYGmZmZ2NjY0NHRwebNm4F/9prY2Fjgz31KkmUHBgaKAZf0GGkAJ2W2vVgymYysrCwx+ILnwX8vqhKkkl4vPj5eBDfDc9S21LO8vb0F0W/q1KmsWbOGGzduCOVETU0Nx48fF4NIqR8qlUpx03nkyBGSkpIA2L9/P4GBgS99HStWrGDdunX89a9/JTk5mba2Nvbu3St8FEqlknXr1gnlRm1tLa+88grLli0jIiKCd955R4Qgr1y5EiMjI2QyGdu2bSMiIoL29na0tbX56quvUCqV7N69mzNnznDhwgVmzJiBp6cnOTk5WFhYUFdXx6pVqxg/fjxjxoxh5syZYuh14MABMWQrLS0lMjISFRUVkpKS+PHHH7G1tWX//v10dHQwfPhwPvzwQ8zNzVm1ahUxMTH09fXR39+PmZkZI0eOJD4+Hi0tLZqbm3n69KnIWTM3N8fHx4fKykp+++03jI2NBUFMwmYnJiby7NkzTExMCA4OJiQkhFu3buHn54eWlhYFBQWMHTsWNTU1Ll68KORqtbW1mJiYCJBGeXk5VlZWWFhYEBsbi4mJCdXV1VhbW3P8+HHh76mtreXcuXN0dHQgl8t59uwZYWFhDA4O0traKnxmtra26OrqcvToUSIiIrhx4wbvv/8+LS0tqKqqCsKXFDEwf/58li5dSm9vL3V1deTl5WFmZoaenp4InNXS0mLevHmMGDECTU1NFAoFlpaWNDY20tTUhEKhwMPDg/r6euLj43Fzc6Ozs5O9e/cSEhJCcXGxAGJZW1ujpaVFVlYWubm5WFtbM3fuXBwdHent7WXGjBnMmjULFRUVjhw5wpUrVzAyMkJTU1PIs7S0tHBwcMDGxobm5mbRp4qKilBRUSEkJASZTMavv/4qbATjx49HT08PHx8fDh06hL29PSYmJkRGRpKZmUljYyNWVlZMmDABU1NT5HI5586dIyQkRHhIJR/3qFGjqK+vp7q6msuXLzNt2jRUVVVxcXFBQ0OD1tZWAgMDcXFxoaioCB0dHQELSkpKIjs7m/7+fkxMTLh06RKWlpY8e/YMPz8/ESfh6OjIvn370NPTo6qqirq6OoKDgwkKCkJfX5+enh4+/fRTurq6CAgIwN3dHX9/f0pKSmhoaGDChAnk5uaioqJCQECAgBdlZ2ejqqpKYWEhDQ0NBAcH4+TkRHFxMTY2NixatIj4+HiRO+js7MyyZcuYPHkyUVFRmJiYMHv2bOrq6igsLBQ5fdKQx9zcnPj4eDo7O4XqQV1dXQBc/icl++PF+N+thg4dqiwvL2dwcBAVFRVx4+zn50dWVhbd3d0cPHhQmC+VSiVjxoz5E15a+rsX/5ydnc2qVavEBdvR0ZGSkhKSk5NFUrxSqWTZsmW4urqKlf6/et2FCxcybtw4Pv74YzGtWL9+PSkpKUI+AM8zTtatW8e6devEL/OPP/7IihUrUCqVfPnll2zZskW89meffca3337Lnj17+OSTT0SGT3V1NTNnzgReRqDCc824jo4O8+bNE9xzb29v4uPjKS4uZvHixezbt4+QkBAePXqEUqmkoqKCAwcOCCmdTCYTIZFz5szhwIED7Nq1C5lMhpeXFwqFgry8PGQyGevWreONN94gJyeHZcuWsXXrVt544w2io6Px9fWloKBA5CAtXLiQ5uZm3nrrLU6fPi10vJs3b+b27dtYW1szODhIRUUF7777Lnfv3iU0NJTCwkJ++uknoqKiWLlyJdbW1qSlpeHk5ERSUhJTp06lsbGRjo4OMW3o7OzEzs5OhI7u37+f/v5+jh49Sm1trVhZ7927l3feeQcvLy9SUlJwcXHhxo0bWFtb093djaWlpSCsNDc309TURHh4OG+//TarV6+mtraWMWPG0NjYSHFxMcHBwaSmpuLu7i6+PzU1NR4/fkxvby/t7e0YGxvT3t6OiYkJBgYGFBYWCsR2Zmam8B/JZDKOHTuGoaEh7733HtevX2fSpElUV1ejr6/P9evXcXV1paKiAltbWxQKBe3t7RgYGHD37l0ePnzI2rVrGTFiBEVFRYwdO5a2tjbgOZpbQlAHBgby4MED2tra8PHxoaKiAlNTUwoKCtDR0SEiIkJIpZYtW0ZtbS2qqqrk5+cLE29paak4HCmVSqHn9vb2pqCggMHBQUpKSgQByN/fn6SkJIEv7e/vp66ujjlz5qCjo8OePXvQ09PD2tqa0aNH09nZSVD2V7/BAAAgAElEQVRQEOfOnRNEqYqKCnR1dWltbRUemMTERFxcXLCzsxNBbgkJCZw7dw5vb29MTU2ZPn06mZmZzJ49m+vXr5Oeni6mafb29ty+fZtt27Zx+fJlHj9+TGlpKW5ubnR0dDB//nyuXLmCq6ur+P+qVCoJDQ1FW1ubgYEBuru7OXfuHFpaWkyYMIH09HQ6Ozv55JNPqKqqEobUCRMm8PTpU9zd3YX3xtPTk3v37jF79mx+/fVX8vLyWLVqFbm5uRQVFWFoaMi0adNISUnBxsaGtrY2bGxsOH78OM7OzgIbb2Njg4eHh0BfP336FAcHB3R0dFAoFAJtn52dTUBAAEZGRsTExIhBQWJiIgkJCXzyySd0d3fz+uuvpyqVSt//Fy7r/9eV1Kfa2trQ19dnxIgRZGVliY1ha2sr/+t//S/WrFkjekZgYOBLvQEQhmZVVVXxuEePHvHxxx8LGZiHhwc5OTnEx8cLWZRSqeT111/Hycnpv+1TS5cuZfTo0XzyySfo6+vT2trK+vXryczM5MaNG2Ji/vjxY7744gtWrVrFrFmzMDAw4O9//ztvvvkmSqWSr776im+++Ua89l//+le2b9/O7t27+fTTTwXGt7a2lnnz5gF/7lM7d+5EW1tbGKThOf778uXLlJWV8d5777Ft2zamT58uwq+lQ9jvv/8uYgP27dtHX18fU6dO5cSJE2zdulUESSoUCtLT01FTU2PNmjUsWrSIwsJCVqxYwdatW1m0aBFxcXF4enpSXFwsFBlLliyhpaWFpUuXcvHiRdTU1NDQ0OCTTz4RxurBwUGqq6tZsWIFDx48IDw8nMzMTC5evMj58+dZvHgxlpaWZGVlMXToUNLS0pg0aRJNTU10dnYKqEpXVxfW1taUlpYSHx/P9u3bGRgY4PTp09TX16Ovr4+VlRWHDx9m+fLljBgxgoyMDBwdHYmNjcXS0lIY6SsqKnBzcxO+xJCQECEHrK+vx8vLi6amJsrKysRE3tXVVfQpFRUVcnNz6evro6OjAyMjI/FRX1+f4uJiLC0tcXNzIzc3F19fXxobG1FRUeHUqVMYGBiwYsUKAV2pq6tDT0+P27dv4+joSE1NDUOGDEGhUNDV1YWenh4JCQncuXOHv/zlL7i5uVFaWoq3t7ewHLS0tKChoUFpaSl+fn4kJyfT0dEhhqomJiYUFxejpaXF999/LyTd8+fPp76+HlVVVYqKili3bh2xsbE8ffoUa2trsa2UAr9HjBhBcXExSqVSeGIlGm5aWhq9vb20tbXR399PQ0MDU6dORVtbm0OHDgkJoJRJ6O/vz9WrV3FycmJwcJCqqip0dXWFB8fLy0tkzVlbW4sQ6tTUVK5evSoAAiEhIeTk5DBlyhRiYmLIycnBwcFB3Nvcu3ePzz77jBs3bpCTk0NFRQXOzs50dHQwY8YMbty4IaT5EpktKCgITU1NBgcHUSgUXLt2DU1NTcaPHy/uqVevXi2AUmlpafj7+1NRUcGwYcMYHByktLQUDw8PEhMTmTJlCjdv3uTJkye89tprFBYWUlpaioGBAZMmTSI9PR0rKyva29uxsrLi559/xsHBATMzMx4/foyVlRWurq7iAFZZWYmdnR1aWlqCZGthYUF+fj5+fn4YGBgQHx8vlCmPHj0iJSWF999/H4VCwZtvvvk/6lP/9psfaVXX1NSEv78/6urq7Nmzh6SkJLq7uzl+/LjwugAiwBD+qRn+r0rCvEolnRqlgw/ApUuXOH36tDBMSqWpqfnSf587d074QJYuXQrA8uXLhX9GqiNHjnDz5k0x1RsYGBBvcngumXjRwCpN2qQQM2nFLFFxAJHwLdWGDRuIiIjgyZMn4kZ3+vTp6Orq4unpycqVK0V2xOjRo/H19WXDhg3ExMSwefNmZDIZ48aN47333mPkyJEMHTqUvr4+AVaQ3vwnT57k+vXr3L9/n9raWoyNjbl8+TJXrlzh3LlzODs7M3LkSFJTU5k5cyYhISGUlJQQExMjcIrd3d04Ojpy9epVamtrmTVrlgiWW7ZsGfn5+SxdupSysjL8/PwoKSlBVVVVhDpqaGjg7OxMZ2cnLS0tqKioMGTIEIGPzMjIYOjQoeJNd/XqVbq7uzE0NCQ0NJSGhgahb01JSWFgYICKigpmz56Ni4sLBgYGAoldXV2Nk5MTTk5O1NTU0NLSIpqGQqFgzJgxtLe309LSwtChQ1m9ejWxsbECGDAwMICFhQWGhoaYmJjQ1dVFd3c3XV1dBAUF8fXXX5OdnY1cLsfKykrQ2fz9/XFxcRGTpOTkZBISEqioqGDmzJlMmjSJ2NhYrK2tMTAwwN/fH2NjYyZOnCgwozExMVy7do0HDx6IxHENDQ2MjY1xd3cX3iEphK+9vR1TU1NmzZqFtbU1SqWShoYGPDw8qKmpEbkNY8eOFTciQ4cOFWnrenp6AnV579496uvrcXd3x8DAgP7+frHi7+zsFFMiBwcHli1bRn9/PwMDA4SEhBAeHk5RUZHw0+zdu5fFixeLVG41NTWcnJwElEDSJuvo6BAfH09iYiI5OTloaGiwfPly2tvbMTIyQi6XU15ejlKp5LPPPmPVqlXCV/jgwQP8/f3ZvXs3CxcuxNXVlYSEBFxdXTE0NOTJkyfU1taioqJCX18fGhoa2NracufOHa5fvy5oSpK0QQrSGzlypIBN5OTkMHr0aEHoMzIyEhlXCQkJeHl5ce3aNezt7Vm6dKmAQXzwwQd4enoK2e/Vq1epqamhubkZdXV1kRRub29PW1ub2CB3dHQwYsQI8T6RGnJrayva2tpERUXh4eGBtbU1dXV15OTk4Ofnx7vvvsuTJ09QUfm3bxX/n1ZPTw/u7u60tLQQFBSEuro6u3fvJj4+nsbGRg4ePCi8LvCc1CZt8//o3ZSkpVL5+vqKXqauri5CvKWDj5aWFufOnSMyMlIoCCRT8h+9Wj///LO4CZK2NwsXLhSTfqlfnTp1iuvXrwtpXGtrq4gkANiyZQsymUyoCRYuXCjogMOHD0epVIppu1R/DB/fuHEjx44do6SkRPh3Jk+ejIWFBX5+fixevFj8jPz9/QkICOCbb74RfUpTU5MJEyawZs0ahg8fjouLC319fQI+0dfXx7Nnzzh+/Djnz58nMTGRhoYGDAwMOH/+PDdv3uTq1as4ODgwZswYMjMzmTdvHlOnTqW8vFyEJkvXaTs7O6Kjo2loaGDp0qVUVFTg6urKBx98QFFREcuXL6e8vBwfHx8hJVUoFLz//vuoq6uLm9bW1lZUVFQwNzfH2NhYwFpsbGywtLTkypUr3Lp1i+7ubvT09JgwYQLPnj2jrq6OgYEBMjIyGBgYoKqqiqlTpwq1gJGRkdjgS9cAabMrSeJ6enrw9vYWX4eNjQ0ffPAB9+/fR0NDA3jep8zMzMRrdnd3i2GJv78/W7ZsIT8/X4AICgsLyc/Px9fXFwcHB06ePImtrS3p6emkpKRQVVVFWFiYOOxbWloKj6mhoSH+/v5oaGhgYGDAvXv3iI6OJiUlhfb2dsrKykTekKurK2+++SZubm6iT0lhsFOmTBHZhBIAp66uTsiwvL29iY2NpaenB1tbW2QyGTExMejq6jJ69GjU1dVJSkri2bNn4kZc8qlKePHc3FxkMhm2trbMmzdP9KlXX32V0NBQSktLKSsrw8zMjMOHDzN79myam5tFn5Lkbs7OzsyePRtVVVW0tbUFdfXJkydoaGgwf/58Ojo6MDQ0RFVVVci+JbtDZmYmfX19JCcn4+vry8GDB5k1axZOTk4kJyeL34fS0lLq6urEQEVDQwNra2sePHggMqMqKyuxtrZGVVUVMzMzDA0NcXNz48GDB1RWVlJQUICnpyfx8fHI5XIMDAxEbuKjR4/w8PDg9u3b2NraMnfuXAoLC6murmblypV4eHjw5MkT4Llnvq6ujtbWVtTU1Ojp6cHOzg47OztxXzkwMEBnZydubm50dXXR1tbG4OAgdXV1tLe3i+ucm5sbQ4YMoaGhgfz8fHx8fATW+/+kT/3bd7TGxkY+/vhjNm3axIMHD8jNzRWrenh+MZc2JQD6+vrizxMmTEAmk4lQ0/+uXtyASYcPSYcIYGNjQ3Z2NqtXr6ayslI0F6l0dHRERsPNmzfF9OLMmTMUFRUhk8lISEh4CcAg/TvLli3709ciNbXMzExBnZEIPIsWLRKPVVNTE41DOujA81yGwMBAEcoqTdbg+Ybr22+/pby8XGwWioqK+OSTTwT6OzExEZlMxq1bt+jv72fx4sXcuXOHjIwMpk+fzsaNG8nNzSUzM1Pc0NfV1WFqakp4eDh37twRWUhSAnh0dDQdHR24uroSFRUlDN0XLlwgOztbyC1GjhxJSkqKaMbFxcXo6uoSHR3NsmXL0NPTY8eOHezcuZMnT55w4MABHjx4QFRUFEOGDGH16tWkpKSwd+9eRowYwY0bN5g2bRpxcXGUlZVhYmIi5FH+/v50dnaKdbdksnv69CkpKSmEhoZibGyMmZkZxsbG4pCXn5+PlpaWkIOpqqqSmJiIpqYm7e3t4sbTwsKC7u5u0tPTqaioECQ5JycnLCwssLGxoaWlhcrKSi5evEhzczPGxsbExcWhra2Ng4MD8fHxGBgYiItCfn6+yNEpLi4mOjqa9vZ20tLSMDY2FmZ6aeKqpaXFmjVrGDt2rNBld3d3U1paSnJysjAkNzY2MnXqVGpra3F2diY/P5+TJ0/i5OTE+fPnkclkvPfee7i4uDB9+nTa2tqEhENXV5fe3l7S0tL429/+xu3bt3nw4AEKhYK0tDSePn3KxYsXhXRNyjR49dVXWbFihciWkaQKFy5cwNjYmAkTJrBr1y60tbXp7+9n165daGlp8ejRI9LT04Wmu66ujvj4eN58802am5tpa2sTPiOpeVlaWrJ+/XpBpissLGTt2rUcOHCA1tZWHBwcePXVV/Hy8sLa2hozMzOio6NRU1NjyZIlqKmpMWzYMPLy8sQ2Swq0HTVqFFZWVtjY2HD48GFaW1tZsGABnp6eJCYmYmVlRWpqKoWFhXR0dAiwRmBgIPr6+jQ1NVFRUSGS4ysrK+ns7BQkP4nGePPmTcrLy8X3pKenh4qKCgkJCcyePZuZM2dSUlKCiYkJ06dPp7GxURDpOjs76ezs5MKFCzQ1NTF37lwxwXZxcRE0yrKyMvT09MjMzKSwsJCMjIw/3bj+p16upqYm3nvvPbZv386dO3dIS0sjIiJC/P3Fixdf6lMvek0l+YxE2vzv6sW+I/UPyR8GiCT0jz76iOLiYiEhk0qioMFzKV5eXh4+Pj4cOXJE5IHcvXuX3bt3/2lTM3/+/JdeS6lUigFKbm4up06dIjg4WIB6XpTkST5GeH7wk+rYsWNMmjRJ/KxeRKoPHTqU7du3U1hYiEwmE1/jX/7yF9Gn4uLiRI/v7Oxkzpw5PHjwgKSkJCZPnsyaNWsoKCggNzdX3NA3NjZiYmLC5MmTuX//vjBJSxEHv//+Ox0dHTg5OfHjjz/S3NzM2rVruXbtGnl5eUyePJn33ntPDNfkcjldXV2UlZUJM/38+fPR09Nj37597N+/n7KyMo4fP05KSgrnzp3DwsKClStX8vjxYw4fPszw4cOJjY1l0qRJPHjwgPLycoyMjBg9ejRmZmaMHTuWhoYGIWszMzNjYGCAyspK0tPThXFcQjrX19djaGhIUVGROAC7uLigoqLCo0eP0NDQoLOzU8QcmJqaCqR2dXU1crlc+KbMzMywsrKitbWVmpoafvrpJ1paWjA0NCQhIQFtbW3s7OxITExEX18fJycnuru7KS4uxs7OjpqaGsrKyoiLi6O9vZ2srCwMDQ3JyMjg0aNHYpCrqanJqlWr8Pb2prGxkcrKShQKBU+fPhXeDoVCQVNTE8HBwdTX12P/v7HOZ86cwd7enjNnziCTyXj99ddxdHQkJCSE9vb2P/WprKwsNmzYQFxcHCkpKYKoV1FRITLufH190dHRQVVVlfHjx7N48WJmzZqFnZ0dmpqa5Ofnc+3aNYyMjBg/fjxff/01Wlpa9Pf38/XXX6OpqUlGRgZZWVlCldHQ0EBycjKrVq2itbVVDEv3799PSUkJ3d3dmJubs3r1aoyMjMQBbtOmTezYsUPAK6QsqyFDhmBiYsLdu3eRy+XMmTMHuVyOs7MzhYWFjBo16qU8Knd3dywsLBgyZAiRkZG0tbUxc+ZMPDw8SEtLw9LSksePH1NSUkJXVxejRo3CwMBAeGxbWlqoqqqit7cXR0dHqqur6ezspLS0VASSKpVK7t69K7xfCoUCXV1dVFRUSE5OZurUqeJ+VhpCP3v2jDt37qChoUFXVxednZ1cvXqVlpYWpk+fjoWFhfBA//LLL6Jf6urqCkVEdna2GAr+T+rf/vAzMDDAmjVrxIVUCvksLCxET08PXV1dvvrqK77++mtxsZbycKQKDg7+P/537ezsAAQVDJ4ndI8fP14cJCQJmIuLC1FRUeJxa9as4YMPPuAf//gHw4YNE1rqV155RTzmxUNQXl4ebm5uTJgwQXwP0o3/V199xenTpwVaWSaTUVBQIFb5Dx8+FHx7Cc4AzwPsAL799ltkMhk+Pj5iwyRpsaWN2dtvv8306dMFJvXF2rVrl8jn0dDQwNPTk4GBAVJSUoiKiiIhIUFgsY8fP05gYKDIesjLy2PYsGEYGRkJiV5aWhqhoaEYGBjg4OBARESE0BZHRkayb98+DAwMCA4O5qeffmL06NEYGRnR09PDzJkzqaurIy4ujo8//lggJnfv3o2WlhZRUVE8fPiQTZs2UVxcLDZF0ip9w4YNzJo1i/Pnz9PV1SWC/VpbW5k5c6aYLuXn55OZmUlYWBi3b98mLy+P7u5uoW2XZI0KhYL+/n4GBweJiYkRwV6SbA+eN/PffvsNJycnli9fTl5eHvr6+ty9e5fW1lZhZk5NTUUmk4kb4Rs3bqCvr098fDzXrl3DxMQEc3NzDAwM8Pb2FpKu2NhYCgoKMDc3R01NjaqqKhFIu3jxYnbu3Clu4hcsWMDo0aMFBnX48OF0dXURFhbGli1b6OrqIjU1FWNjYxoaGujr6yM8PJzk5GQWLFhAYWEhvb29JCYm0tfXh7GxMfX19bS2ttLd3S2C7goKCpg3b56Q4Hl6euLl5YWtra3wz1y6dInffvuNqKgogQjt7e2loaEBW1tb7O3t8fDwEPAAuVwuJKRr1qwhLCwMPT09ysvLKS0txc7OTuil/f39efToEcHBwRgaGmJnZyeMw3FxcdTX1/Prr7+yceNGFAoFpqam/PLLLxgaGhIRESEu8qmpqXz22WcUFBRw6tQpuru76e/vZ8yYMYI0VF5ejr29PWlpaSQnJ6Ompiam3s3NzQwbNgx7e3uUSiXLly+npaVFpNRLQXJubm7k5+ejqakp8kAkCcWYMWO4du0ahoaGeHh4YGFhgYmJCVOmTEFDQ4NRo0ZhYmKCpaUl1tbWxMfH09rayptvvomVlRX6+vrk5ORQXFxMV1cXZmZmTJo0CR0dHe7fv096ejra2tro6uqSmpqKo6OjCEKWNpDDhg0TE/7/1L+uvr4+1q5dKzb1SqWSyspKsrKyRHjnH/vUi/0A/om+/j8piUoqDTrg+TZ/7NixIpNOJpMxduxYRowYwYEDB8TjVq1axcaNGwVY5NSpU8A/IQrwcp968uQJnp6eTJ48Wfw+6Onp8fTpU3bu3Mm5c+cETU7qU0lJSejr6/P7778TFRUlwkylWrt2LQDbt29HJpMJnwM8l8ABglL67rvvMmvWLJKSkoRnVqpdu3bh6uqKvb296FODg4NkZGTwyy+/kJKSQkJCAkFBQZw+fZrg4GBeeeUV3N3defLkCSNHjsTAwICpU6cil8uJjY0lKCgIS0tLbG1tOXr0KKqqqjQ1NXH27Fm+//57EaQdGRkpbhL7+voICwujvr6eBw8esHr1avbv309qaip/+9vf0NLS4uDB/4e98wyo6krb9nWkHTocOlKUIr1IVQRFUWPFGgsaHY3GxGiiMYkxZeKYZCYZjaZpJhp7IhZARGPHXihSRJTee5Xe4Xw/ePcamczM+37/5sesX4ketxtkr3uv57mf695HcnIyX3zxBUVFRaJT5OjoSGlpKRs2bGD69OmcP3+erq4u7t+/T3Z2Nm1tbUyfPh19fX3s7e1F5tDEiRO5ffs2eXl5Yo8CRA6clBs3MDDA3bt3OXHiBH5+fsK2B4PZVNeuXWPkyJFir9fV1RVWaInu+fjxY/Gu0dTUxI0bN9DV1SUhIYETJ05gYGAgDpnu7u5YWVlhaWnJvXv3yM/Px9jYWEBnLCwsGDduHGvXruWzzz4TL/Hh4eEip02pVDJq1Cg6OjqYNGkSn332GZ2dnWRkZGBoaCiCO6dOnUpaWhpLly6lsLCQ3t5ekpOT6e3txdDQkPr6elGsUygUols3a9YsgX12c3MT96yjo0NJSQkXL17k+vXrnDx5UlA1pe6ihYUFNjY2ODk5CXiAqqoq6enpJCQksG3bNgGyqKyspLS0VMxKHT16FD8/Px4/fkxISIggsfb29opCeV1dHZcuXWLjxo0imy02NhZdXV3279+PtrY2LS0tZGRk8Nlnn1FQUMDRo0fp6uqiv79fzJGqq6tTXl6OtbU1jx8/JjU1FTU1NQG+kSBW0jvvokWLaG5uFnNO7e3tjBw5EgcHB/Lz80XGYnJyMqampri5uTF69GiuXr2KgYEBTk5OGBsbo1AomDRpEhoaGiIOw9TUFAsLCxISEmhtbWXZsmWC4pednS0Ks8bGxkyYMAEtLS0ePnxIRkYGcrkcbW1tkWU0adIk5HK5cFdItML/6/qPP/xIbSwfHx9gkHYGg5S3lJQU0ZmR/Mcw2Orftm3b7671YiDci9ayF1daWhpvv/22wHr+Y8UzJSVlSNbP22+/LWxnH3zwAQCbNm3i5s2bdHZ2UlVVNSSFe/To0WhpaYkNXRr+zsrKEmQPmUxGb28v9+7dY/r06eLgI62dO3eKLBRfX19BaZHuDwYPGTDYGZO+f1JXTJoDunDhgqBj+Pr6kpCQwJYtW1AqlRw7dkyAEhQKBaWlpezdu5dTp06RnZ3N66+/jq6uLj09PQKsAIO2DG1tbb744gv2799Pbm4ueXl5bNu2jePHj/OXv/yFjz/+mObmZubNm8fZs2cxMzOjvb1diO+hQ4fEi7GGhgbh4eGcPn2aY8eOERkZiYeHB8+fP2fixImYm5vT2trKqFGj+P777ykoKGDcuHHY29vT29tLSUmJIIndvn2bvr4+Vq1aRXR0NNXV1RQUFDB+/Hh+/PFHHB0dqaurw9PTk3HjxlFSUiLyZ1paWvDz82PWrFnk5OSIAV3pXvz9/XnrrbcIDQ2lqqqKkSNHoqKiInzWaWlpXLx4EWtra4EB9fLyoqysjOzsbBwdHXFxcSEsLExAFKytrVm/fj1bt24VxJmWlhZhbaisrCQ4OBhvb2+mTp2Kr68vGhoaFBQUiNmmsWPHkpGRwf3796moqEBTU5OamhpB5wkJCaGvr49p06ahpqaGv78/PT09GBkZoVAouHHjBioqKnh5efHmm28SGRnJ+PHjUSgU9Pf3M2nSJIqKinj69Cn9/f0cP36cvXv3kpiYiIqKCp6engIkYGdnR05ODgUFBdy6dYuVK1cyb948+vr6ePbsGRUVFeTm5pKamoq3tzfZ2dlcvXqVrVu3MmPGDAIDA6mqqmLWrFloamoKW4lkJaupqeH48eNkZ2ejp6fHzZs3efPNN7lz5w4ymUwMT2ppaVFRUUFhYSHvv/++QFE7OTkRHBxMVlYW6enprFu3jmnTpolBUh0dHVRUVMRLxbx587C0tBS41+XLl6NQKNi1axepqaloampy9+5dsrKyaGtrY2BgAHNzc/T09IRF7cCBA5w/f57CwkJhFwoODkZdXR25XE5vb68gLXl7e4vgv4cPH+Ls7ExFRQVyuZyQkBBBzWloaGDJkiViJmvnzp28/fbbeHh40Nvbi7m5OU5OTnR2dqKiokJvb68ojhQVFfHw4UOePXsmuouSHfC/618vaVZG2qsli5unpyfx8fEEBgYCQ3VKoVCIYOwXl0QHhX+tU4mJiWzatEnYSqT9Xlrp6elDQlXXrVsndELSqddff13kaBUXFw8hygUGBmJkZCQCV42NjXFwcCA9PZ34+HhmzJiBTCajpaWFxMREwsLC8PMbarPfsWMHY8aMobm5mbFjxw6BZiQkJIhuOSD2/jFjxgh9kqIhYmNjRTdJmof75JNPUCqVHDlyBKVSycaNG9HX16e8vJyff/6ZmJgYcnNz+cMf/iCq/S/ay/X19YVOHT16lMzMTFFh//nnn/nmm2/YsmUL1dXVzJo1izNnzmBiYkJnZ6fAfEt01KNHjyKXy5k2bRpnz57l1KlT7N+/X5Ajp06diqmpKW1tbdjZ2XHgwAGKi4sJCAgQ+Wfl5eUicPr+/fv09/ezdOlSzp8/T21trUBiSxlODQ0NuLq6CmS1lZUVOTk5tLa2irDi/Px85HI5SqVSWDJHjx7NunXrGDduHNXV1QJAU1dXJ+bU4uPjGT58OA0NDRQUFODm5kZFRQX5+fnY2dnh5OQkIh0sLS2xtLRk9erV7NixQ7zPtLa24uHhQW1tLdXV1QQEBODh4cHEiRPx8vISMzx9fX188803BAQE8PTpU5KTk6mqqkIul1NXV4eVlRX19fWMHTuWvr4+wsLCxBxpd3e3CBS/e/euCL1+9913iYmJYdy4cRgYGNDf309ISAilpaVi9vT06dMcPHiQlJQUVFVVcXZ2xsnJCQ0NDTEnXFRUxP3791myZAmzZ8+mr6+P7OxsqqqqKCws5MmTJ7i7uwt08/bt25kyZQp+fn4iJF2yvHd1dXHv3j3Kysqora3l4MGD5Ofno6Ojw/3791m9ejUPHz4EoK6ujvz8fBFtUVJSwtbZaAoAACAASURBVMaNG8nOzhbAozFjxpCbm8uTJ09YuXIlkyZNQlNTk8LCQtGtkoq0M2fOxMLCAjMzM7S0tFi0aBGGhoZ89tlnpKeno6WlRUJCgnAlDAwMYGpqio6ODmpqavT09IgohMLCQjH3ExgYiIaGBhoaGvT19eHs7ExfXx8eHh64ublRWVlJSkoKjo6OVFZWirkiiSj8/Plz1qxZg4qKCnl5eWzfvp3XXnsNFxcX+vr6MDY2xt7enq6uLqG5Xl5etLe3i/koCc9dUVHB48ePf+fI+nfrP/7w82I3w9/fX1RYYLCN+48BpwB79+4V1jipyubu7s6zZ8+Av3dFpIPCiys/P39ICJy0pDyF7777jlWrVonrlpeXAzB//nzxAqunp8fmzZv5+uuvUVNT48033xTXSU9PHyJuHR0dxMXFif+/desWMIhQ/uabbzh//jwBAQGsX7+ePXv2AIMHshczHKQZJ0dHR3x8fIZY+KTZnn9cCxcuJDMzk5MnT4r7B4RNQvpz33//PZMnTxZzKYsXL+bjjz/m8OHDwnozffp0scHevHmTn3/+mWXLlgkxfeutt4BBe5+WlpZow7e3txMTE4OHhwfx8fG0trZy+vRpfvzxR3bs2MGmTZv44YcfyMjIIDQ0FDs7O/r6+hgxYgR9fX3cuHEDCwsLEhMTqaqqwtfXl7CwMBwcHIQwSMnKoaGhBAUF8euvvzJv3jxRvbS2tmbOnDk8f/6cvr4+4uLiCAoKorW1lYKCAu7evUtgYCCZmZlUVFSIrof0M1hVVYWRkREWFha4urqSmJgobEoDAwOMGjWKzMxMPDw8MDY2xtDQEGdnZ77//nvg7y9Nzs7OxMbGioA8DQ0NduzYwbfffktBQQEFBQWcOnUKa2trSktLaW5uRkdHBxsbG7Kzs/n222/R1NQkKChIoCdPnz4tPM8ODg7IZDJaW1uxs7OjubmZiooKYU3r7+8Xv5+WlkZDQwMuLi5MmTKFhoYG0tPTSUtLE/NdGRkZFBYWCthHSEiICFfbv3+/ODT++uuvaGlpkZycTGxsrAgVXLp0Kbm5uRw9epRr165ha2uLnZ0d1tbWjBkzRlQKlyxZwrJlywQg4NSpU4JgI23S48ePZ/jw4fzhD39AV1dXdE0rKiowMDBg8uTJmJqa0tXVJeZlgoODuXPnDnfu3KGjowNHR0eysrLEXF1TUxNnz54V6PGPPvqIkpISlEol165dIyEhgf7+fnEIHRgYwMjIiPr6ekxNTZk/fz6PHj0SVVBLS0u6u7sxMDBAJpORkpJCdXU1Hh4eBAQEMGbMGEG+a2trIyoqiuzsbFJTU6murhZEG2kWSyaTiSDanp4eMUQaGhrKu+++i7W1NZGRkTQ1NTFmzBhKS0vJyMhATU0NFRUV4X9XKBQ4OjoSHx8vwBlShfbQoUN4eXnh6Oj435yf/2Xp6OiI/x47dixubm6iw+Hu7v5PdWrnzp3Clizt2d7e3qSnpwMIiqN0QHhxFRUVCbvqi0s6gHz77bdERESI60oV/kWLFmFvb4+3t7ew1+zduxdVVdUhmXdJSUl4eHgIu2VDQwOXL18Wvy/NKRkbG/O3v/2NS5cu4ePjw4YNGwSdLisra0hH6sGDB8BgETIwMHBIlfZfzecuXryYtLQ0zp49CyAsUtLXI4Wdfvfdd4SGhtLV1UVISAhLly7l3Xff5ddffyUzM1N0uJVKJU5OTsTFxXH8+HFWrFghaLCSu2TlypUiuwYG523PnDmDq6srly9fpq6ujpMnTwqd2rZtG/v37+fp06eEhISITq+NjQ19fX1cuXIFc3Nz8cx7eXkREhIiDhK+vr44Ozvz+uuvExwcTGBgIFFRUcycOVM838OHD2f69OkiLPnSpUsEBAQIy1FCQgK+vr7i5fzRo0f09fWJgmdtbS0KhQIzMzNROJYsrx0dHTg4OAgHikKhwMDAAEdHR0GtlebQRo0axcWLF8nJycHNzQ25XM6uXbv429/+RlFREUVFRURHRzN8+HDKy8tpaWlBS0sLKysr8vLy2LNnD3K5nICAABFjcO7cOYHyHjFiBMOGDaO9vR1bW1taWlqorKwUYBxJpySiWGNjI6NGjRLh1MnJySQnJ5OQkEBNTY3IUhoYGGDu3LmMGTNGzF9988034tAYFRWFlpYWqampXLx4kaamJuzs7FiwYAEFBQWcPHmSmzdvirgOKysrfH19efjwIUVFRSxcuJDFixdTWFhIcnIyZ8+epa+vD4VCwcDAAMbGxgQFBWFhYUFERATa2trCLllZWYmBgQETJkzAxMSE7u5uPDw8yMnJEWS2Bw8eCCpabm6uKAw0Nzdz4cIFpk2bhp6eHp999pkIvb1165YAWkmH0IGBARQKBY2NjZiYmBAeHk5qairGxsbo6upibm5OT0+P0Kn09HTq6upwcXERHeXnz5/T29tLR0cH586dIy8vj4yMDGpqanj8+DE5OTm0tbWJ56euro7g4GB6enqIjo7G1taW4OBg3nzzTSwtLYmOjqa5uRk/Pz+RPaWqqoqqqir37t0TOmVnZ8ft27ext7enoqJCxJT88ssveHh4YGdnJ/7O/8v6jz/8WFlZceTIEcLDw3n06BExMTFcu3ZtyGdeFBbJFwiDwAFJIKQMBV9fX+F5PnLkyO/C415++WXR9ZGqbjt37iQjI+Of/n0vZgj5+fmJCtWIESMoLi6mtLQUfX19Zs6cKT43a9Ys0doHWLJkyZD7V1dXp729HW9vbwoKCpg+fTpnz54VORLvvPOO6IRJa9OmTUPABxKSWsp6kL6WnJwcamtryc7Oxt3dnW3btpGYmEh0dDR/+9vf0NPTY/bs2Xz99df4+voCgy/4NTU14tBoZmaGXC7n8OHDyGQyQU3Jy8tjx44ddHR0YGFhIeZetLW1xX0FBwdTWlpKe3u7eLi6urqYO3cuDg4OGBkZIZfLRVJxUVER8fHxglKyZ88eamtrRSXayMhIhKRmZGTQ09PDxYsX6erqIi8vj/T0dGpqanjy5AlxcXEYGBigpaWFv78/69atw8fHh/DwcFauXImpqSkLFiwgOTkZS0tLgoKCiIiIwMnJCXt7exQKBU+fPsXR0VHw869fv46RkRHa2trcvn2b6OhozMzMyMnJISEhgfb2dubMmSOoTbW1tTg5ObFgwQK6u7spLi7G1taWCxcukJOTQ25uLqWlpfT19Ylq0/z582lra8Pb25tLly4JAezo6GBgYEC0qyMjIzl16hSPHz9GW1sbOzs7CgoK6O/vZ9++faJVXVlZSU9PDyYmJowbNw4VFRU6Oztpbm7m2LFjzJgxQyBeb968KVCd69evZ82aNVRXV4sZmkuXLgmRa2tro7+/nw8//JDU1FQRtnbmzBn09PTw9PRkwoQJIq1bX1+f9evXM2fOHDHn1dPTg1KpZOLEiZiYmFBcXExhYSF5eXm4urry8ccfk52dza+//jokC6m0tJT4+HhKSkooLCxEJpMxd+5cSktLqaqqQiJGamlpCdugjY0NlpaWxMfHs2PHDhobG8nJyUFdXZ2uri5WrVqFjY0N27dv59q1ayLr6dVXXyU7O5tz587R1dXFb7/9hpaWlsgzevvttykuLiYjI4OMjAw0NTXJzc3l/v37oiM4Y8YMcVCqqakR+QXS5j1t2jTU1dUJCgpCS0uLadOmYWZmxmeffYaWlhY1NTWiIibZfAoKCsjKyiI+Pp5PP/2UjIwMvLy8eO211/j888+xsrJCJpMJq4a7uzstLS24ublRUlJCQEAAEydOZMGCBQKT/dtvvzF27FhRjf/v+ufL0tKSQ4cOMW/ePBISEoiLixMv7NL6R52SHAQrV64UBbC0tDRgsAMi2aUjIyOHQH1gUDOk/f5FnXqxoCdhtAExLwqDnSUJo25ra0tOTg4VFRXo6uoKezIM2vAk+y4MtdYplUp0dXVpaGjAw8OD7OxsZs+ezfnz50XMxIYNG/D09Bxy35s3bxZFSOk627dv57fffqOrq0t8LZmZmZSXl5Obm8vo0aPZtm0b9+/fJy4ujn379mFsbMzcuXP54osvCAwMFIWIuro6AX2QkPcHDx5k2LBhogpfUFDAX//6Vzo6OjA1NRVzLy/q1JgxYygvL6exsREVFRWePHlCV1cXCxYswNnZGUNDQ/T19XFzc0NdXZ3S0lJu3bolKH579+6lvr5eWKUNDQ0ZP348V69e5enTp/T29ooZlvz8fJ48eUJdXR1Pnz7l0qVL6Onpoa2tjY+PD6tWrcLLy4vp06ezdOlSjI2NCQ8PJy0tDVNTUwICAkSExIgRIzA0NBRdAqnodfPmTRQKBVpaWuL7aGJiQn5+Pnfv3qWjo0NAmNLS0qirq2PUqFG88sor9PT0CJqoRPXKz8+noqKC/v5+XnrpJdFhkChs165do6WlRZAvJSswQFRUFDExMWRmZop5oaKiIvr7+9m1axdVVVWi6NPb24uxsTGBgYGoqKjQ3d1Nc3MzkZGRTJkyhZKSEk6ePMm9e/cwNDTkyJEjrF+/nldeeYXa2lo6OjowMzMjPj6eyspKWltbhU7t2LGDx48fMzAwgJ2dHWfPnhV2veDgYExNTVFRUUFPT49XX32VmTNn4urqKshvSqWS8ePHY2RkJHSqoKAAZ2dntmzZQl5eHmfOnBFZSzY2NpSVlXH79m3Ky8vFe+aMGTMoLy+npqaGsrIyBgYGkMvleHp6Mnz4cKytrbG0tOTWrVt89dVXNDU1kZeXh5qaGl1dXSxfvhwrKys++OADbt68KXIJV6xYQW5uLhcuXKC7u5srV66IDMLnz5/zwQcfCPjO06dPRaxMQkIC1tbWqKioCCiUsbGxoM/W1taK4m9YWBjq6ur4+/ujpaVFWFgYZmZm7Ny5U+iUlKmorq6Ou7s7xcXF5OTkcPv2bT744AOePn0qitQ7d+7E0tJShNPa29vj4uJCS0sLLi4ulJWV4ePjw/jx4wkPD6erq4tRo0Zx6dIl/P39RQzJ/2X9xx9+5HI5GzduFHzvH374AX9/f5RKJVlZWTx69Ei8pP+j1e3YsWPMmjVryKb9oj3ghx9+EMFz/279Y2psYmIiWVlZKJVKUWmbN2+e8FjDoF1P8iJWV1dz4cIF8TVIRBBpSQch6QdKat1JB6bPP/9c+LCVSiVnz54VWQ2SQO7Zs0dcX1qffvqpePCktXHjRszMzESmRFxcHKqqqmRkZNDa2sqePXvEjElqaiqjR4/G0NCQAwcOiBezvLw8Dhw4wOTJk7lx4wYvvfQSMplMIDdXrlwpGP4w2M26ePEiCQkJBAcHo6mpiZaWFlVVVXh4eIgA1ZCQEGpqavjyyy9RVVXl22+/Zd26dRw9epSsrCxOnTqFmpoapaWlmJiYoK6uzqxZs1izZg2RkZG0tLSwb98+bty4QX19PXl5echkMuGFNjIyoqenRwzvJyUlUV1dTUREhBhybWpqorKyEh0dHaysrFBTU6OsrAxNTU1qa2vR1tYWIZQwWKktLy/n5MmTwkqVkJDAokWLCAwM5NmzZ1y5coXU1FSmT59Od3c3TU1NvP322yLPqKenB29vb6ZMmYK9vT3Nzc3MmjWL8PBwQdaT8oCsra1pbm7G1tYWExMTzp49y5gxY5DJZIwcOVKEjknzHxJhaOPGjWRmZhIQECCqfPX19WIjloYdJf/5/PnzGT58uPi3WblyJREREdTU1NDR0SEOuAMDAwL/qa2tLWaLZs2axWuvvYavry9jxoxh3rx5KBQKAbBwdHSkpqZG4M7LyspEZ6+6uhoTExNhu4DBzA+pGzN79mx0dXUZPXo0ampq3Lhxg6SkJMrKyrh06RL6+vrU19dz+vRp4uLiCAsLQ0NDg4GBAZG34uDgQENDAwYGBnz99deMHDkShUIhDpTz589n06ZN7Nmzh02bNuHt7S2GjY2Njens7OTWrVsEBQUxbtw4FAqFCJu9ceMGly9fRl1dnTfffJORI0cKX7kUypebm8vy5cupqKhg2LBh6Ovr4+TkREhICC0tLSgUCvT09Hjw4AGFhYVYW1uTl5fHvHnzaG1tJTQ0FAsLC9rb29HR0SEoKAg9PT1u3LghkuSfP3+OlZWV+Pm6fv06GhoalJWV8ezZM8zMzMSsnKmpKXK5nJycHLq7u9HS0uLNN9/E0dGRpqam3xEl/7uGLk1NTd577z1xSNy5cydBQUEolUqePHlCQkKC6Pj/o05Jxb1FixaJX3uRQvrdd9+xb9++//UeXoT9wGCn5cmTJyiVSqFNCxcuFHAEGDw4SZje0tJSzp07J4opJSUlWFlZic9KFDVJuyTAjjSr9Pnnn4t5UqVSyYULF4ROHThwADU1NXbv3i2q1tL69NNPqampEbQxGCSWWltb4+LiAgxa31RVVcnMzKStrY0vv/ySc+fOYWFhQVJSkkh3P3LkiNCpgoIC9u/fz6RJk7hw4QJhYWHIZDLMzMzo6OggIiICExMTcei5e/cu58+f5969e4SGhqKlpYWhoSHV1dW4ubnh4eGBqakp48aNo66uju3btyOTyfjqq69YtWoVP/30Ezk5OURHRwvdMDIyQldXl2nTpvHaa69x6NAhWltb+fnnn7l9+zaNjY2igFpQUEBXVxcKhYLu7m5iY2NFl7impoZXX32V69ev09bWRnNzM9XV1SIKQJrD0NTUpK6uDi0tLXJycgShz8vLi8rKSmJiYqisrKS4uJiUlBTmzp1LcHAw2dnZ3Lhxg4yMDCZPnix06o033qC1tRVXV1d6enrw8PAQLoyWlhZeeuklZsyYQW9vL42NjQwMDNDU1MTw4cNpbm7G2toaY2Njzp8/j7+/PxoaGowYMYKuri7c3d2xtLTkwYMH2Nra0tHRwfvvv09WVha+vr7Y2dmRnZ1NfX099+/fp7KykvT0dMzMzPDy8qK0tJTw8HDMzc1xd3cXEAkpWFoiqUqD+C/q1I0bN5gzZw7Tpk1j5cqVeHt7ExAQwOzZszE0NBQdNQcHB2prazl9+jQqKiqUl5cL54kEeGpsbBSkMYloduHCBaZPn462tjYeHh6oqalx9+5dHj16REVFBdeuXUNHR4f6+npiY2O5dOkS48ePFzoldULt7e1pbGzEwMCAv/zlL4z4n5D4jo4OlEols2fPZuvWrezdu5dt27bh4eGBuro6TU1NQs+kfC/pGcnIyGDSpEncvn2bGzduoKamxtq1a7G1taWnp4f29nZx6MrPz2fx4sUiJF5fXx9HR0fhjlEoFOjq6oowXCsrKzFL1drayvjx4zE3N6e9vR1tbW0CAwMFFKS9vZ0zZ87Q1NQknBEeHh4CfFBZWSnmmTU1NYmMjMTExAS5XE5ubi7d3d1oamqydu1aHBwcaG5uHlLk+d/Wf/zhBwbbzs+fP2f//v1D5mfWr19PWFgYS5YsQalUCqtbZWXlEOtXVFTUv72+ZCOROjAvdkpgcOOGwcPIuHHjWLRoEfv37xf3ADB16lTx+b/+9a9ERETQ19c3hMC2fPly5syZw8mTJwXxRqlUCsvEn/70J8LDw8nMzESpVHLw4EFOnz7Nvn37RAI2/P2QJAWRStXCqqqqId+bf1yurq5cu3aNDRs2IJfL+frrr5k9ezYnTpzAx8cHZ2fnIbAIpVJJeno6M2bMEDk+UrcGEJjMsLAwYFAsP//8cx4/fszWrVvFkLkENoiJiREZRADLli3j6NGjYtbl008/ZdmyZSLkbPv27SQlJQnCR2ZmJlOnTkWpVGJubi680hkZGTQ3N/P+++8zduxY3n77bWFp8/T0pLe3l+LiYtzc3MjKyiIjI4OcnBwePHjAqVOn+Pjjj3F2diYtLY2cnBw8PT0JDAzk8ePH5OXlieDSpqYm5s6dS0BAgPg3MjAwICUlhbCwMObMmcPKlSupq6sTVRKpO9Hb24uurq7wuZeWlgq7lfR1nDlzRiS0FxYW8ttvvxEREYGOjg6tra2Ym5vj5+fHxYsX0dfXF5lHkp1k0qRJAtjw/PlzpkyZIig4jx49QltbW9zDwoULcXV1FfaMc+fOiTDRkpISiouLmTRpEtXV1airq4vnKSkpCWtra4yMjLh48SKWlpa0t7ejq6tLTk4O3377LYaGhjx+/Jjs7Gzq6upoamoiIyMDExMTYmJiyMvL48cff8TJyYk//vGP/PDDD9y/f1/kV/n4+PDxxx+jra2Nvr6+QK9KSGp9fX0cHBzo7OxkYGCAN954g3Xr1omDt6GhIe+88w5WVlaYmpqSm5uLhoYGdXV1YhbsyZMnmJiYcP36dUHsaW9vx8DAAG1tbcrKypg8eTLDhw+nra2NNWvWoK6uTkZGBq+88gqGhobMnDmTpqYm4ZO+ceMGp06dYuXKlUyYMAF3d3fU1dU5ffo0CoWCUaNGiYPwsGHDRGhtd3c3dXV1DBs2jOzsbIyMjIiKimLkyJGMGjUKBwcHTp8+TVlZGerq6mhpadHV1cWjR4/o7OykvLycgoICOjs78fDwICsri+rqalatWoWOjg4WFhaEh4fT09NDX18fcrmc4cOHCyDJw4cPGTlyJJWVlbS1tXH37l0MDQ15+PAhNjY2Ikfov+vfr8bGRpqamvjpp59EcQkGux2zZ89m4cKFQ3RKslFK69SpU//2+hYWFshkMpFF86JOqauri70jPDyc8ePHs3LlSuFykGaQXoT/fPXVVyxatEhQv6S1ePFi5s2bR1RUlLB1v6hTH374IXPnzhX5VkePHuXkyZMcOHBAYGvh74cxmUzGrl27xD4lVbzh7zrV398vfs3T01MMeku2qjlz5nDmzBm8vb1xcnIaMl8kddVfeuklEY8gk8nEvK6trS3vvPMOoaGhwGDx8dNPP+XJkydCp9TU1LC1teXHH3/k/PnzQ3Rq8eLFnDhxAmdnZ0JDQ9m2bRuvvPIKrq6uaGho8Oc//5lHjx4xYsQIYmJiePbsGWFhYYL22dXVRWVlJWlpabS0tLBp0yb8/f1544036OnpwcrKCnd3d3p7eyktLcXZ2Znc3FxBsUpMTCQqKor3338fBwcHMjIyyM/Px83NDV9fXzIzMwXVrby8XBTP/Pz8RJFWT0+PtLQ0JkyYwMyZM4mIiKC2tpa6ujpkMhn19fUolUp6enqERiQnJ1NeXk5HRwf29vb09fVRUVFBbGwsv/76K0qlkuLiYq5cucKiRYvQ1tamvb0dMzMzfH19uXr1Knp6epw8eZLly5cLqM348eOFfUsit0l2qBcBLCoqKsybN09koFlbW/Pbb7+hrq5OaGioyC4LDQ2lrq5OwGakLMThw4ejUCi4cuUKFhYWdHR0oKOjQ15eHjt37kShUJCZmUleXh719fU0NTXx9OlTjI2NiYuLo7CwkAMHDuDo6MjWrVv56aefSExMJD09nerqary9vfnTn/6Ejo6OiHAwMjJi8+bNrFy5El1dXezt7enu7mZgYIBXX32VNWvW0N3dTUREBIaGhmzcuBFLS0tMTExE/ERdXZ2YBXv27BnGxsbEx8eLwp6kU1paWlRWVopCWFtbGytXrhQ4/LVr1woMeFNTE+3t7SiVSm7fvs2ZM2eIiIggKCgIV1dX1NXViYmJEXbHGzdu8PjxY6FTI0eOpLu7m/r6emQyGbm5uSgUCs6dO4etrS329vY4ODgQExPzO51KTU2ls7NT5AZ1dXXh6uoqAr2XL18udGrmzJkiJFhDQwMLCwtyc3NxdHQkOTkZW1tbqqqqaG9v58GDBxgYGJCUlCTy7v6xAfDv1n/84UfCY06ZMkV4LL/99lvS0tKwsLD43SCuTCYT7VXpUCCtfxXoKv0dp06dwtLSUvz63bt3USqV5ObmAojcjdLSUjF/A4Me5hdtCdKAusScl6rNHR0dxMbG0tzcTGhoqLgf6ZQfExMjAq5gkCD08ssvU19fL1jvwJAKoZOTk6jqbd68WaD+XuxoyWQyysrKxMDrrVu36O/vFzaMrVu3snbtWmbNmiWSyTs7O4FBv3pQUBDZ2dmiqifdS2ZmJoaGhsJjunjxYg4dOiTQlM+fP0dFRYXU1FSePHlCfX0933//PR999BGAaFW6uLiIzgYMzl3Nnz+fvLw8Tpw4walTp5DL5YSFhRESEoKTkxO2trbCyxoZGUlSUhI2NjacP39e+HyTk5O5f/8+DQ0N6Ojo0NfXx7vvvkt1dTVXr14VVQO5XI6Xl5cQt97eXg4ePMjAwAB5eXlERkaKoVOpXR0cHAxAT0+P2LR6e3sZPXo0y5YtE/jxWbNmoaamhouLC52dnaK6qaenR1NTExcvXmRgYIBFixaxYsUKZsyYwbx580Q15eTJk2KQs6ysjCtXrrB69WoaGxs5efIkUVFRtLe34+fnx9mzZ7GwsMDU1BRVVVV0dXV57bXXyMnJ4Y033hCHwJSUFDo6OigsLCQkJITW1laRLi0d/oyNjbl48aLwh8MgJXDz5s2i+hIYGCiGG2Gw+v3nP/+Zn376CRh80SooKKCqqoq4uDh27tzJ+PHj0dfXJzg4mJaWFjZu3MjEiRMZOXIkampqyOVyuru7mTRpEjNnzqS0tJT58+cjl8tZt24dsbGx3Lx5k4iICNTU1CgpKREvCsHBwRQVFWFoaCisQlZWVnzyySei2zhp0iSeP3/Os2fPxECrTCZj1qxZNDc3iwN7aWkpq1evxsTEBA0NDYyNjVFXV6e1tZUVK1bg7e3Nu+++S15eHpaWlly8eJFly5YxefJkdu/ejb+/PyoqKpw6dYq1a9dibm6OhoYG6urqYgD7wIED4mWnvLycyMhIkR6+detW4uPjRcihlE315Zdf0tbWRnt7O4aGhkRFRdHa2kpOTg6XLl0SnaBx48bh7e1NQkICISEhJCcns2HDBpHXYmNjQ1dXFwUFBXh4eKCjo0NdXR2WlpYYGxtTWVnJ3bt3ef78OcXFxUNsuv9dv1+ShkyaNInRo0dz7949vvnmGx49eoSFNtoroQAAIABJREFUhQXd3d2oq6uLz8tkMkENlWY2pfWvdEqaczl58qTozsDgft7d3S10SnohKSwsHKJTnp6eQ4piH3zwAQYGBiiVSioqKsQcT2dnJzExMQJ9L93P/fv3gUG3wLlz58QcbF9fH4sXL6a+vl7cIwy1c48aNQo/Pz+USiVbtmwRNnRpr5C+J0VFRcKSd/fuXfr7+wUcaPPmzaxatYoZM2bw5z//Gfh798nb25vAwEBycnIEoVXSqYyMDAwMDKioqECpVPLyyy9z9OhRysrKSE5OFnltjx8/5unTpzQ0NPDjjz8KLbx27ZooDg4MDAidKiwsZM6cOeTn53Pq1Cmio6ORy+WEhoYSGhoqgpZ7e3upq6vj9OnTpKSkYG1tLWYlSkpKePToEQ8ePKCxsREdHR36+/vZuHEj1dXVxMfHo6mpyerVqwXdUQKz9Pb28ssvvzAwMEBBQQGnT5+mrq6O0tJSKioqKC0tFcS8np4eioqKhE55enqyZMkS8VxPnz4dFRUVnJ2d6erqGqJTLS0tXLt2jYGBARYsWEBERARTp04lPDxcUCKjo6MZNmwYXl5elJeXc/XqVVasWEFTUxNHjhwhNjaWjo4OAgMDiYuLw9zcHFNTU9TV1dHV1WXVqlXk5uayZs0aASpKS0sTOjVu3DhaW1upqqpCW1ubvLw83N3dMTY25urVqwLGAYMRJxs3bsTY2Bi5XI6/vz9ubm64uLggk8mQy+Xs3LmTn3/+GaVSyYQJEygqKhIOnW+++YZx48ahq6srOhzvvvsuEyZMwMbGBhUVFQGsCQ0NZerUqZSVlTFnzhzkcjlvvfUW58+f586dOyxatAhVVVVKSkrIz88nKyuLwMBASkpKMDAwIDo6mrVr12Jpaclnn30mdGrChAk0NTWJdxkpemT69OlDdKqsrIwVK1YInTIyMkJNTY3W1lYiIiLw8PAQUC5zc3NxUA0LC+PLL7/E19cXFRUVoqOjWb16NWZmZkKntLW16enpEc+Kk5MTFRUVYpZ42LBhbNq0iVu3blFfX4+enp7oXO7atYu2tjaRVxQbG0tbWxt5eXlcvXqVjo4OtLS0GDNmDJ6eniQlJREUFERKSgrr1q2jubmZjo4OgQgvKirC1dVVdMskxHd1dTUPHjygqamJkpISsQ//X9Z//OGnqqqKp0+f8tprr1FdXU1NTQ2bNm3Cx8eH3bt3ixfyf7Z27979L2k5/2pVVFSIPyO94L5oU+jq6vrdn5GC4ZRK5e+E67333hPVNsl+J2WpSKunpwc/Pz9u3749JPFb2nylVubq1avZvXs3a9as4dChQ6JCBoMb9O7du3F1dRVp3i8u6QAGg4cWCeog5QmZmZnx8OFDIiIiiIyMFIQsAwMDLC0tKSgoEN2nnJwc7t27h6OjI9u2bRNBdNHR0Rw+fBgDAwM6Ozvx8/PDwMCA5uZmtmzZQktLC5s3b+bkyZP09vbS3d3NH//4Rw4dOoSFhQWHDh3C1taWhoYGPv74Y8rKytDX10dPT4/CwkLy8/O5cOECJiYmpKWlcf36dVasWMGBAwcwNTUlLi6OtrY2XFxcGBgYwN/fn6lTp6KiosLs2bOJjo7mwYMH7Nu3j1GjRmFlZUVjYyONjY1kZmbS3t5Of38/dXV1HDx4kMzMTHR0dHjppZeYMmUK7e3tIr08PT0dmUyGi4sLH374IZmZmURGRtLT00NlZSUaGhoolUo6OzuZOHEi+vr6FBYWUldXh4qKCo8ePcLd3R1dXV2qq6s5ceIEe/fuFdz/nTt3YmBgILJ5mpubcXd3x87OTgAL6urqCAkJoaGhgatXr4osqpKSEqqrq4mOjqasrAxbW1t0dHQICAjA3t6ejo4OZDIZCoWC9vZ2TExMcHJy4tmzZwKxWVJSIgLYVFVVxTMxZ84c8QyYm5tTU1NDT08PtbW1aGhosGjRIj766CPGjBnDpUuXcHJyYvjw4ZiamuLs7Iy9vb14MWtsbGThwoW4ubmhra0tDlEJCQmiAPDKK6/w/fffI5fLRVhna2sr3377LcXFxVhbW7N//35sbW3x8fGhsbERmUyGo6Mju3btwtLSkg8++ABNTU1Bn8nIyKC+vp6ZM2eye/duzM3NyczMJCgoiObmZlRUVAgODmb69Ok8ffqUyZMnc+TIEQoLC3F1dcXBwQEzMzMuXLiAubk5dXV1ODo6itC448ePc/r0aYyNjTlz5gwJCQnk5+dTX1/PwMCAmPWRulNxcXFoaWmxatUqYVW4ePGiwJJLoIbq6mpee+01jIyMxLNoampKUVERMpmMa9euMWrUKFxdXUVgqkwmY/z48aJTBIMvjFVVVRQUFJCUlMT48ePJz89HT08PU1NTvL296e7uxt/fn7S0NAIDA4d0sP+7fr8kCMi6deuoqamhtraWzZs34+/vz1/+8hdBJf1n67vvvvv/1qmSkhLxZyZMmAD8HQkN//869eGHH4pDw9y5c4HBws2LOtXb24u/vz83btwQoAGATz75BEBUkNesWcPu3btZu3YtBw8eFIG9MBh2uGvXLjw9PZHJZEM6PsCQ66anp4tZKGm21NTUlISEBBYvXsyvv/4qihf6+vpYWlpSWFgo7Hm5ubliQPq9994TNK2zZ89y+PBh9PX16erqwsfHR4Q3SnbkjRs3cubMGTo7O4VOHTt2DDMzM44fP46dnR2NjY0Chf+iThUUFIiZmsePH3P16lWWLVvG4cOHMTExEQP1Tk5Owjo/depUhg0bxrRp04iNjSUpKYk9e/bg4OCApaWl6Co+e/ZM6FR9fT2HDx/m6dOn6OjoMGXKFCZNmkR7ezsffvghMpmMjIwMZDIZzs7OvPfeezx9+pQzZ87Q29tLVVXVEJ0KDQ0V4Zj19fWicOns7CzmN06ePMlPP/0kwpL37NmDgYEBvr6+NDQ00NraipubG3Z2dowYMYLm5mbq6+sJCgqioaGBCxcuYGVlxbNnz4ROnT17lvLycmxsbEToqJ2d3e90ytjYGEdHR7Kzs3nw4AH19fWUlpaiqalJUlLSEJ2aN2+eeAbMzMyora2lt7dX6NT8+fPZunUrgYGBYt+0tLTE1NSUUaNGYWdnh42NjdCpuXPn4urqira2Nq6ursCgC8LNzQ2ZTEZERAT79u1DLpeLsM62tjb27t0r5qUOHjyIjY0N3t7eNDY2MmzYMOzs7MTIwpYtW5DL5VRWVpKamkpmZiYNDQ1Mnz6dL7/8EjMzM549e0ZQUBAtLS0if2ju3Lk8e/aMSZMmcfz4cYqKioTWmpmZcenSJczNzamvr8fBwQFVVVUqKio4ceIE0dHRGBkZERMTQ2JiIgUFBQIf3tDQgImJCRs3bmT48OGcP38eTU1N4a7o6OjgypUr+Pj4oFAo6OrqwsPDg8rKSlavXo2RkZHQDWl+FwabCA4ODri4uIhAeJlMRnBwsOgUSSTJ6upqCgsLefToEcHBwUKnTExM8PLyoqurC19fXzIyMggICPj/0qn/+MNPb2+v+GGbOXOmaOMfP34cfX19UlNTRXAlIJCiI0eOJCkpCRgMVYuJiRHXvHfv3r+srsHvK29r164V5J4X07ileRrJXvLXv/71d9dSVVXl3LlzwN/zE15++eUhZJ2vvvpKVNel+5TJZOJBfvfdd1m4cCGHDx+mu7ubW7dusWrVqiEQhhdtd/B3so4EdNi9e/eQA5AkhOfPn0dHR4fKykouX76Mjo4O3t7eTJs2jcWLFzN58mTU1NSGABb27NnDggULRPBVf38/J06c4IsvvmDatGmoqKiIzJKEhATeeecdtmzZQkJCAiUlJZiamrJ161YsLS05e/Ysbm5udHV1sWbNGoFvlYAFa9eupby8nC1btqChoSEADUVFRWzevJmHDx/yxRdf0N/fT0FBAUuWLKG0tJTJkydjbW1Nd3c3HR0dVFVVMXHiRNatW0d+fj49PT28/PLLeHt7C2+0vr4+iYmJdHR0MHfuXGbNmoWqqiqXL1/G3NxctJYlC5ODgwNRUVHCjtLf38/Tp09FlVGq7EkDteXl5fT19WFgYMCIESO4fPkytra2glSyfv16MjMzha/Z09OTiRMnkp2dzbBhw8jIyMDY2BgjIyNyc3OxsLCgq6uLxYsXY2hoKDCjo0aNQltbm/nz5+Pg4IC1tTX379/Hzc2N0tJSjI2NefToEWZmZhQWFlJbW8vixYspKSnB3NwcX19fKisrGTdunJgzkp6L8+fPiypzWlqaQIlnZmbi4uLC7du3+e233zh48CC9vb38+uuvNDU1sWLFChYuXEhTUxMjR45k69atVFVVoVQqiYmJYcKECQwbNkwAP3Jycnj99ddJSEhAXV0dhULB8uXL2bRpExoaGrS2tqKqqkplZSXvvPMOxcXFJCUliQpqb28vM2fOxMbGBmdnZ6qqqnj55Zd59OgRn3zyCVVVVdja2jJ69GjGjh2LQqGgoKCAsWPH0t/fL2YNzc3NhTgPGzaMFStWcPr0aYYPH05sbCxdXV309vYSFBREXV0dxcXFbNu2TbT8Fy5cSGBgIC+99BJPnjxBQ0MDHR0dEhMT+eWXX6irqyM8PBxnZ2eSkpJobW3l0aNHqKuri8JEZWWlIDmOGzdOBADn5+djbW2Nj48Pjx8/prq6mldffZXhw4eTnp4uqq3vvPMOnp6e3L9/n4GBAa5evYqdnR0BAQFoaWlhaWkpEOjSsLOWlhZubm7MmzcPuVwuoCb/Xf98SfMQMEgkkyxox44dw8DAgLS0NAoKCoSOSEhsyc4Bg52d6OhocU3JefCv1j/+3urVq4Xt40XKp1TdX7FiBQYGBv9Up4YNGyYADZKNed68ebzzzjviMzt37hQH6BeLZ5JObd68mblz53Lw4EG6u7u5c+cOq1evFhV5GAR5vLikwpmkU999992Qe5cO+efOncPAwIDq6mquXbuGtrY2np6ezJgxgyVLljBx4kQ0NDSGkFR37drF0qVLRQBof38/v/zyCzt27BCdDk1NTcrLy7l9+zabNm1iy5YtJCYmUlpaiqmpKR999BEWFhZER0fj6upKd3c3f/jDH9i4cSP5+fl0d3dTVFTEqlWrqKio4O2330ZDQ4NPPvmEpKQkiouLef/990lKSmL79u2iS7NixQrKy8uZOHEiVlZWdHd3i7DmCRMmsGbNGoqLi+nt7WXBggV4eXkJndLT0yM5OZnOzk7Cw8OZMWMGKioqXL16FXNzczFjIZEcnZ2diYmJGaJTWVlZ6Ovri7mK0tJSWltbGRgYoKKigr6+PvT19bGxseH69evY2tri6uqKnZ0d69at48mTJyLg3M3NjQkTJgidyszMxNjYGGNjY/Ly8jA3N6e7u5uFCxdibGyMtra2gAZpa2szd+5c7O3tsba25uHDh7i6uop5qdTUVExNTSkuLqauro6FCxdSVlaGpaUlPj4+VFVVMXbsWJqamoQ1V6lUcu7cOXp6egT0qLS0lKSkJJ49e4azszP37t3j8uXLHDlyhN7eXhHcGhERwfz588VL+XvvvUd1dTVKpZLY2FhCQkKETqmpqZGbm8uGDRtITExETU0NhULB0qVL2bBhA+rq6rS1tTFs2DCqqqpEhEpKSgoJCQlCp6ZPn461tTWjRo2iurqaBQsWkJ6ezrZt26iqqsLGxobRo0cTGBiIoaEhBQUFBAQE0N/fj6amJuvXr8fc3JzY2Fgxm7N8+XKioqIYPnw4cXFxQqcCAwOpr6+nuLiYP/7xj2hqagrgVEBAAJMnTxY6JblPIiMjqa+vZ/bs2Tg5OZGcnCxC1f9RpxwcHISmShjxgoICrKys8Pb2FlS4VatWCZ26cOECnZ2dbN26FQ8PDx4+fMjAwADXr19n5MiR+Pn5oampiYWFBdra2oIqV19fj7a2Ni4uLoSHh6OhofH/pVOyf7e5/s/mZg0cA8wAJbBfqVR+K5PJFMApYARQDCxSKpXPZYM74bfADKAD+INSqUz9n2utBD7+n0t/rlQqj/5vN6hQKJTXr18XUAMYJOtUVFQwefJk4uPj8fLy4vHjxxw/fpw5c+YIr7GhoaGoBEurr68PVVVVlEollpaWREVFERQUJD4jfT+WLFkiMNAwmKz+0ksvMX/+fM6ePSu8pS0tLZSUlODu7s7SpUuJjIxEJpOxatUqDh06RFFREXZ2dnz11VdDDjy//PILy5cvBwY92ufPn//drFFoaCg7d+7EycmJkpISIa4+Pj4iFBMGDzDSoJ7Ukq+srGTp0qUCnZ2ens7IkSMJDw8XqdhyuVzY265fv87kyZNpbGykoqICT09P7ty5Q05ODv7+/qSkpHDo0CEMDAwYM2YMn3zyCaGhody8eZNr166RmJhIZWUl+/btY9euXfT19eHq6oqPjw9RUVEcPXqUgIAA7ty5Q19fH/n5+Rw7doz4+HiWL1+OnZ0dMAi4iImJYcyYMVy4cEHkvZibm3Px4kXOnDlDWFgYJiYm3Llzh8mTJ5Oamsrq1aspLCzkjTfeICUlBUtLS8zMzHB1deXnn3/mxIkTODk5oaamxpUrV1i/fj2nT59m7NixZGVliVTkjo4OvLy8RH7GpEmT8PLy4uTJk5iZmdHX18fz589pb2/n008/5fPPP8fExISioiI0NTWxtbUlNjaWiRMnsmnTJnbu3EljYyN2dnbioNjS0oKmpqYg3HR1ddHT08Pt27d56623xCCnNJhubW2NtrY27733Hq+88grPnz9HQ0NDoC+VSiVvv/02n3/+Oe3t7WhpadHZ2cmDBw8IDg6mqakJMzMz0X63s7OjtLSU3t5e9PT0GDZsGEuWLCE5ORlDQ0OuXbsmQA5OTk40NzcLXLmenh4rVqxg/PjxtLW1cfnyZfr6+ggMDMTc3JyoqChhs5JsA3K5HFNTU65du4ZcLhfhp5KNxMbGRgS0SvNP5ubmHDt2jNmzZzNv3jzRKm9qasLY2JjvvvuOjRs3Ck9ydXU19+/fJzw8nGfPnqGpqcmzZ88IDQ3FyspKVN9KS0txcXFh8uTJTJkyhWnTpglAxd27d1EoFPj4+HDlyhVWrlxJRkYGU6dOJSUlhYGBAbq6uvDz8+P48eMolUqRO9Ta2sro0aMpKyvj/v37hISEUFZWxvbt21m/fj3Nzc04OTkJa4k0UGtgYEBCQoJIZ5foRpJoSmntEqVNwnvn5uaip6dHamoqLi4uPH/+nNzcXPLz83FxccHc3Jy2tjYsLCw4ceIE06dPZ926dURHR2Nvb09CQgJGRkbY2Njg4OBAYmIi+fn5PH/+HHd3d4yMjEhMTMTExASFQoGTkxOLFi1KUSqVQ8Nc/kPWf4JOXb16dQhMQPq5mzp1KvHx8Xh6epKens7x48eZNWsWhoaGwODMqTR7Ia3u7m5RlbeysuLkyZMEBwf/rzp1+fJlpk2b9judkmwhnp6eREREcOLEiSE6VVBQgIODw7/Vqblz53Lu3Lnf6dTEiRP58ssvhU5Jdjg/Pz+Sk5PFZ+Pi4ggPD8fY2Fh0ZyTbjlSYS01NZcSIEcyfP59bt26Jjo80uH/16lWmTp0qrODe3t7cvn2bnJwc/Pz8SE1N5ciRIxgYGBAYGMgnn3zCxIkTuXHjBlevXhWQmx9++EHolIuLC6NHjyY6OppffvkFf39/7t69S19fn8DxS1ZbiSQrl8sFbOa3337Dy8tL6NTly5c5ffo0kydPxsTEhLt37xIWFkZKSgqrVq2iqKiIdevWCeu+qakpLi4uHD58mMjISKFT165dY926dURFRTF27FiBAJa69x4eHgIIM3HiRDw9PTl9+jRmZmb09vaKOY9/plM2NjbExcURGho6RKdGjhyJnp4evb29tLa2oqWl9TudunPnDhs2bKCsrIzZs2dTVlZGVlYWVlZWaGtrs3XrVpYvXy50qqurC3t7ewYGBti0adPvdCohIUF03SXLdmlpqcgZe3Fe9uWXXyYlJQUDAwPi4+P/X3tnGhXVlS7sZ6sRlEJmQSYBh08GI4jEqKiZHEiMsZV0tDuYaKLdK8ny3hjNYK+o6XydXLvT2tGQoW2naIwJTlHUFgOoUQyoKDILODCooEwFaEDg3B9VZzc4RM21G6X2s1Ytq04d4Oyzy/PUPvvd7ytnGq71lIODA88//zzh4eHU1tYSFxdHU1MTYWFhuLq6snnzZsLDwzly5AjdunVj8ODBWFtb4+LiQnx8vAy/NhqN0lNeXl488MAD8iZmSUkJbm5urFu3jqeeeooJEyawZ8+eVp6Kjo7mlVdeaeWppKQknn76abKzs6WnRo4cKa8Xnp6eFBcX069fPx577DEiIiIYPXo0KSkpREZGysx2ISEh7Nmzh6ioKNLT0xk1apT0VH19PaGhoXJt1vnz53nqqadkHaiioiIOHTrEsGHDKC4u5t1332XWrFlUV1fTt29f6ana2lrOnDmDvb09ycnJODg44OTkdJ2n7Ozs5DXMy8uLpqYmXF1dycvLu85TerZAf39/WePRzc2Nr7/+WiYG2bx5M35+fqSkpODo6IiXlxe9e/cmJSWFgoICKisrCQwMxMnJiZSUFFlUtW/fvjz33HO35anbmflpBN7QNC0AeBh4VQgRALwNxGua1geIN78GiAD6mB8zgc8AzBJaAAwGHgIWCCEcbvXHnZ2def3111m2bJmsiaDHFcfHxxMdHS3jh59//nlsbW3lneqWBeV09Hz1YBLFtVW2dWpra2XqR/jX3YTNmzfLKXuAFStWyBAdvaAowKpVq7hy5Qrvv/8+YFpXM3v2bFkgLSoqCiGEXOdzLceOHaNjx46EhYURExNDUFAQERERAK2OC/41y6N/cQHTgKhlCEFwcDB2dnayBsOpU6dkBjQhBDt37gRMhff0QdaIESMIDQ2VX4Q7duxIbGwsBw4cwMfHh7179zJ69GhKS0uZNGmS/Lnly5fT2NjI+PHjmT9/Pvv372fevHn8/e9/Jz8/X4qspqaGtLQ0kpKSyMjIwMPDA3d3dyIiIsjIyGDjxo2EhoZSWlpKQEAAzs7Osm8KCwv57W9/K382ODiYxx9/nICAAJycnLCyssJoNMrU3n379pUpqfVCo1FRUWRmZjJo0CCGDh0qZw8rKiro3LkzTk5OrF+/ng0bNlBbWyvTNevT/4C8i6YXDDUajbi5udHY2EhUVBRFRUU0NjaSkpJCQkKCvNvj4+PDwIEDsbKy4uTJk1hbW/P++++TlJQk70Tu27dPztKsXbuWTz/9FD8/P8rKynjooYfYvn07dXV1DB48mIkTJ9Lc3EzPnj2xsrKiQ4cOvPbaa5w9exZfX1/S09O5cuUKnp6eMhGEPn3e0NBAcXExnTp1or6+HldXVxITE7G3t5dpmAF511DPZFRVVUV4eDi9e/fGzc2N48eP8+abb9LQ0MBbb71Fc3MzDQ0NGI1Gdu3aRUNDg1zIefbsWcrLy6muriY1NZX169fj7OyMpmk4OTnJatTDhw/nq6++kgtg9Zon3333HXV1dfTu3ZukpCQGDRrEhQsX8PPzw93dXdb1qKqqYseOHfj5+ZGdnU2fPn1YtWoV+/fvl4kYPv/8c8rLyxk4cKCsJfDAAw8QHx8vp9QDAgJwcHCgQ4cOVFdXc/LkSQIDA5k5c6bM+PPTTz+Rnp7O3LlzOXLkCKWlpcyaNYu8vDzs7OyIjIzk/Pnz5Obmyqraeq0Cb29v/Pz8GDBgAI8//jj19fWUl5eTlpaGh4eHLNyakZHBt99+i8FgwGAwEB4eTmVlJYMHD6Z79+54e3vz4IMP4uvrKzNjTZ8+ne7du7Nw4UL8/f2pqKigvLwca2trevXqJa+rPj4+DB06tFU9oqqqKrp3735d1sh7kDb31Jw5c1p5Sk8WsGfPHpYtWyYX4D///PPY29vLdTvz58+/7ve1XB8UGxt70/Duurq66zy1detWNm/ezIABA6SnVq1aJdNOr1+/Xu6/atUqamtr+dOf/gTc3FObNm2SEQwtSU1NpWPHjgwePJhNmzbx4IMPSk9dO8ujh51dunRJemrnzp0kJibKffQQmo8++ggwZUDTQ3OFELLWkLOzsxxkjRw5ktDQUAYOHEhJSQkdO3Zk+/btHDx4ED8/PxITExkzZgxlZWVMnDhRRpKsWLGCxsZGnnnmGRYuXMgPP/zAW2+9xfLly8nLy5Oeqq2t5cSJExw6dIjMzEw8PDzw9PRk7NixZGRksGnTJkJDQykrK8Pf3196RPfUlClT+PHHH6WnHnvsMYKCgnBwcJCeysvLk57SU1K7u7tz8eJFpkyZQkZGBqGhoQwZMkQ6u6qqSq7z2LBhA99++y21tbXY2tre1FOXLl0iPDxcJtBpbGyUs1CNjY0cPnyYhIQEqqqqaGxslLPjVlZW5OXl0aVLF/74xz9y6NAhSkpK2L9/PwcOHMDZ2ZmjR4+ybt06PvnkE+mpsLAwYmNjpaciIyOv89Qrr7xCYWEhPj4+0lP6Oe7fvz8PP/wwRqOR+vp6SkpK6NSpEw0NDXTv3p19+/ZhZ2dHaWmp/KwLIeRN7uLiYqqqqhg6dCh+fn64ubmRlpbGnDlzaGhoYO7cuTQ1NckU2rt376ahoQEfHx8aGhooLCyUnjp27JjMOKZ7ytPTk2PHjhEeHs6GDRtkgVHdU5s2baKurg4/Pz8OHTokC6D6+fnJbJ2jR4+murqanTt34uvrS05ODr169WLNmjUcOHCAqqoq0tPTiY6Opry8nJCQEPz8/Ni/fz+dO3cmISGBgQMHkp6eTkBAAI6Ojq08FRAQwIwZM3BycqKiooL6+nqysrKYPXs2qampMkRXH6hMmjRJespoNMqSGfb29nh5eUlPPfroo9TX11NRUcGJEyekp+zs7MjKymLjxo0YDAZsbGykpx566CFcXFzw8vKif//++Pr6kpmZSW1tLdOmTaN79+689957cqDU0lN6zamePXsyZMgQ6uvrZfIvo9EoM8TeLrcc/Giadl79/ekKAAAS/ElEQVS/I6ZpWg2QDXgAzwD6HbE1wATz82eALzUTPwL2QogewBhgj6ZpFZqmVQJ7gNZXxxvQrVs3eafh7bffbrVID0yzJs3Nza1CAPQL5NSpU382llqXwbVrZF5//XUKCgrYtWuXjFMcO3YsJSUlLFiwoFUR1J872bm5ua1CzZYsWcKuXbtaVaGdNGlSK9HpKbyDg4Pl8a1bt47c3FyZYU6vVzBu3DgeeeQRPvzwQ+bPny8vHj169GDmzJnXHc/+/fvlDJp+B0svapqTk9NqsKjLTw8z3Lt3r1yT0djYyIwZM3B1dWXPnj04OjqSmJjIyZMn6dKlC+Xl5SQnJ3PkyBG5cFLPZLRs2TJ5DPoF/ccff8TPz4+YmBjANLh1dnYmPT2dhoYGDhw4QENDA1ZWVnh6ejJu3Dh5V0aPx548eTKXL1+WtYjOnz/Pxx9/TE5ODlZWVgQHB9OzZ08WLVpEQkICXbp04YcffsDHx4cxY8bIlJp6/HxBQQHnzp1j5MiRaJpGXFycXA9WW1uL0WiUaWLPnDnD4MGDsbW1JSMjg2effZaCggK+/PJLCgsLMRgMXL16FWtraxm3PX36dJk9acSIEaSlpVFTU8OLL75Ic3Mz8fHxDB8+nHfeeYfNmzczaNAgsrKy2L59OwUFBaSnp8v44C1btsiQlYMHD8oY8MuXL2Nra0tJSQmurq6yeF1dXR2VlZVs3bqV06dPYzAYyMzMlHelunbtyqRJk3B0dJQzVfr/ET2crbGxUVZXHjVqFN26daO0tJRPPvlEVtB+4YUXCA8Pp6ysjNOnTxMWFsbGjRvp0qUL/v7+DBw4kHPnznHq1ClcXFzIyckhMDCQXr16kZSUxMKFC9m9e7f8EllWVsaoUaNoamqSsdYVFRX079+fo0eP8vnnn2MwGJg8eTLBwcGEhIQghGD37t1cunQJX19fqqqqiIiIoLGxkW+++QZPT09WrFhBYWGhTN1tZ2dHSEgIw4cPp6CggGPHjlFaWkpxcTGOjo5ER0czYcIEnJ2dMRgMpKen4+HhIdOF64Owuro6Ghoa6NSpEx4eHsTGxjJs2DAZEqmHuT377LNyVikrK4uVK1diNBplCGpFRQW9evXi0qVLjB8/nsDAQBlSqteoqKmpoW/fvsyaNYuLFy8SEhKCj48PYWFhzJs3jy5dumAwGCgoKKCsrEx++SguLqZbt2507twZDw8PfH19cXFxISkpCU9PTy5evCiP617mXvDUvn37pKemTJkiM3oCMm19S8/s2LEDuLWn9IQ213pq9uzZ5Ofns2vXLk6fPg2Y1pOeO3eOBQsWtAr1/jlP5eXltRqA6J5quW4oMjKyVSpqTdPIysoiJCREDkLWrVtHTk7OdZ56+umnefTRR6Wn/Pz8SE9Px93d/aae0rO56REBLdfx3MhTq1evBkye0gc3V69e5aWXXsLNzY24uDjs7e3Zu3cv+fn5dO3alUuXLpGcnMzhw4dl22JiYmhubmbp0qUy1DsjI4OQkBDpKT008cKFCzg7O5OWliY9pWdT9PLy4qmnnpKeunLlCvPnz+c3v/kNdXV1TJs2jQ4dOshZqNzcXKysrOjfv/91njp48CA9e/Zs5akRI0YApuRA586dY/jw4bIAc0tP1dTUSE+dPXuWsLAwbG1tyczMJDIykoKCAtasWXNTT7388svSU8OHDyctLY3q6mpefPFFmpqaiI+PZ9iwYcybN48tW7bIDHOxsbGcOnWKjIwM6amtW7fKc3etpwwGw3Weunz5MpWVlWzbto0zZ85gMBjIyspq5amJEyfi5OREU1OTbKumaSxfvlx6Kj8/n549e/LEE09IT0VHR9Pc3ExMTIyMZNDDwcLCwti0aRNdunShX79+0lOnT5/GxcVFFnjVBzQLFy4kLi6OoqIiWQfnWk9VVVURFBTE0aNH+fTTT7GxseG5555r5al//vOflJeX4+vrS3V1NWPGjKGxsZGvv/4aDw8PVq5cSVFRUStPDRgwgGHDhnHq1CmOHz9OWVmZ9NRnn33GM888Iz2l32DWQwnLysrw9fXl8uXLrTy1Y8eOVp7Sw9x0T125coWsrCy+/PJLampqsLGxuaGn9PDF5ORkmpub8fX1pba2tpWngoOD8fb2vqmnvL29sbKyknXIrvVUcnIynp6elJWV8dNPP8mEX7fDHa35EUL4ACFAMuCqaZqeW/kCpnADMAmnqMWPFZu33Wz7z1JfX0/v3r3l6yeffJLm5maZ//7aFKwTJkyQd9K6det2w8WdN0Ofzl+yZIm88OsX4YsXL5Kdnc3bb78tBw6apl2XRlsIwV//+lfANPvSMq0nmC7SMTExMuMZcF3GOj1Bgp6pJzExkc8//1y21Wg08rvf/Y7t27dLaQUGBsq7DS0z7ujnITY2Vn6xz83Nle/17t2bHTt28P3337NgwQJ51+rZZ5/lgw8+kGuDmpubZSx4hw4dWLVqlawx1Lt3b1599VWWLFnCsmXLCA8PZ+rUqSxevJixY8fStWtXhg4dKi+w+gxRcnIyZ8+eZdSoURw8eFB+GZg2bRpnzpzBaDRiY2NDaGgoSUlJ+Pj4UFxczIQJExg1ahTZ2dkUFRUxbdo0ampqWLRoEatXr2blypWkpKTQo0cPtm3bJrPKCCGYMWMG7777LsXFxYwdOxYXFxcWLVok11JkZGSQlZXFwoULcXR05NKlS6SnpzNnzhzi4uL44IMPsLKykv3X2NhI//796dq1K1u2bOHMmTPEx8dz5coV/va3v/Hee+/h6OgoZ64aGhro0aOHFFlTUxNeXl7MmDGDDRs2UFxczPDhwxk9ejTffPMNb7zxBoWFhZSWlmIwGHB3d2fu3LkkJyfzhz/8ARcXF+Li4nB1daWqqopf//rXDB06lNraWjZs2CBnu7y9vblw4QIJCQkcPnyY1NRUJk+ezK9+9St69erF+fPnOXHiBNbW1tja2pKWlsb+/fs5ffp0q+rrkydPxtvbm8zMTBwcHCgtLcVoNLJmzRqsra157bXXiImJ4cyZM6xdu5a1a9diNBp58MEHKSgoYPz48QwbNkzWadCn9Y8ePUpmZibJycl89dVXODk5ER0dzbFjxwgKCpKDwalTp+Ll5cXcuXPx9/dn69atMhwhODiY48ePs3TpUk6dOsWaNWsIDAxE0zT5BcRgMBAUFMTq1atpbm5m3LhxREZGyqKj1tbWhIaG4uXlxbJly0hNTaW4uJiEhATy8/OJj4/H29sbZ2dnKisrOXToEFevXqW0tJSdO3dia2srFwFPnDgRHx8ftmzZQv/+/SksLKS6uhp/f3+ZGjQ8PJzY2FhsbGwoLCwkPz8fe3t7pk6dKlPl19bWMmDAAA4ePMiiRYtkRh5HR0fOnz8vByeVlZUkJCTg5eXF8uXLGTlyJNnZ2YwdOxZ3d3dCQ0PJy8uTdb7OnTvH6tWr6devnxwU6+sO3N3d6du3LzNnzsTGxuaOF+S3JW3lqZZlGCIiIm7pqYULFwKm0gW/xFOLFy+W7tBLFJSVlUlP6QOHW3kqNjb2uvoYq1evZuPGja081fKmHSATJOi/JzExkS+++KKVp37/+9+zbds2eRMwMDBQRiq0zGAKt+epuLg4FixYIKMAdE/pqbpv5Cm9VEWfPn149dVXWbx4MUuXLmXYsGFERUWxZMkSxowZQ9euXRkyZIj0lD47lZKSIj2VlJQkPTV9+nS5plNfqK/XrCkqKmLChAk88cQT5OTkUFhYyLRp0zAajfzlL39h9erVrFq1ipSUFNzc3KSnrKysftZTQ4cObeWpBQsW4OjoSHl5Oenp6bzxxht8//33fPjhh1hZWTFv3jzA5KmgoCC6du0qb3q19JTuu2s9NXr0aHJzc6WnXn75ZWJiYq7z1OzZszl79qz0VI8ePZgzZw7Jycm888470lNubm637akjR46QmprKc889J9cFXeupEydO3FVP6aGEN/LU2LFjpadSUlJYv349Tk5OfPrppxw7dozAwEDpqaioKLy8vHjzzTfx9/fnu+++a+WptLQ0li1bJj2ll534OU9NmjSJiIiI6zwVHR1NamoqRUVFcnAfHx8vayzdylMTJkzAx8eHTZs23ZanioqKZOKBqKioG3rqz3/+83We0mecWnrqH//4ByNGjCA7O5uIiIjb8lRNTY30lJubG3369GHGjBkYDIY78tQt1/zIHYUwAPuAP2matlkIUaVpmn2L9ys1TXMQQsQC/6Np2gHz9njgLeARwFrTtP9v3v4ucEXTtI9u8LdmYgpFAAgCMm67Re0LZ+BSWx9EG2HJbQfLbr8ltx3u3fb31DTt9ktotwHKU23Cvfp5/U9hye1Xbbdc7tX235anOt3ObxJCPABsAr7SNE2fSy8VQvTQNO28OVxAj0UrAbxa/LineVsJJrG03L73Rn9P07S/A383/+0j9+oi2383qu2W2Xaw7PZbcttBtf+XojzVNlhy28Gy26/abplth/u//bcMezNnxVkBZGuatrjFW9uAF8zPXwC+a7F9qjDxMFBtDjvYDYwWQjiYF5CONm9TKBQKheIXozylUCgUitvldmZ+hgFRQLoQQk/YPw/4H+BbIcRLwFng1+b3dmJKH5qPKYXoNABN0yqEEO8Dh837/VHTtIq70gqFQqFQWDLKUwqFQqG4LW45+DHHRN9sFdHjN9hfA169ye9aCay8kwPEHFZgoai2Wy6W3H5Lbjuo9t8xylNtiiW3HSy7/artlst93f7bTnigUCgUCoVCoVAoFPczd5TqWqFQKBQKhUKhUCjuV+7ZwY8QYqwQIlcIkS+EePvWP3F/IYTwEkIkCiGyhBCZQoj/Mm93FELsEULkmf91MG8XQoil5vNxQggxsG1b8H9HCNFRCHHMnHYWIYSvECLZ3MZvhBCdzdutzK/zze/7tOVx3w2EEPZCiI1CiBwhRLYQYoil9L0Q4nXzZz5DCPG1EMK6Pfe9EGKlEKJMCJHRYtsd97UQ4gXz/nlCiBdu9LcU/1mUp9r3tUrHUl1lyZ4Cy3KVpXnqnhz8CCE6AtFABBAATBFCBLTtUd11GoE3NE0LAB4GXjW38W0gXtO0PkC8+TWYzkUf82Mm8Nl//pDvOv+FqRK7ziJgiaZpvYFK4CXz9peASvP2Jeb97nc+Bv6paVo/YACm89Du+14I4QHMAgZpmhYEdAQm0777fjUw9pptd9TXQghHYAEwGHgIWKCLSNE2KE+172vVNViqqyzSU2CRrlqNJXlKryx9Lz2AIcDuFq/fAd5p6+P6N7f5O2AUkAv0MG/rAeSan38BTGmxv9zvfnxgqp8RDzwGxGJarHwJ6HTtZwBTqtkh5uedzPuJtm7D/6HtdsDpa9tgCX0PeABFgKO5L2OBMe297wEfIOOX9jUwBfiixfZW+6lHm/Sp8pTWfq9VLdpgka6yZE+Zj9/iXGVJnronZ37414dOp9i8rV1inh4NAZIBV81UbwLgAuBqft7ezsnfgDeBZvNrJ6BK07RG8+uW7ZNtN79fbd7/fsUXuAisModS/EMIYYMF9L2maSXAR0AhcB5TXx7Fcvpe5077ut18BtoRFtUnFuopsFxXWaynQLnKTLv11L06+LEYhBAGTFXJ/1vTNGPL9zTT0LndpeMTQowDyjRNO9rWx9JGdAIGAp9pmhYC1PGv6WSgXfe9A/AMJrG6AzZcP9VuUbTXvla0HyzRU2DxrrJYT4Fy1bW0t76+Vwc/JYBXi9ee5m3tCiHEA5iE8pWmaZvNm0uFED3M7/cAyszb29M5GQaMF0KcATZgCif4GLAXQui1p1q2T7bd/L4dUP6fPOC7TDFQrGlasvn1RkySsYS+fwI4rWnaRU3TrgKbMX0eLKXvde60r9vTZ6C9YBF9YsGeAst2lSV7CpSroB176l4d/BwG+pizanTGtMhsWxsf011FCCGAFUC2pmmLW7y1DdAzZLyAKcZa3z7VnGXjYaC6xXTkfYWmae9omuapaZoPpr5N0DTtt0AiEGne7dq26+ck0rz/fXsHQtO0C0CREOL/mTc9DmRhAX2PKYTgYSFEV/P/Ab3tFtH3LbjTvt4NjBZCOJjvSI42b1O0HcpTJtrrtcqiXWXhngLlKmjPnmrrRUc3ewBPAieBAuAPbX08/4b2hWOaQjwBHDc/nsQUIxoP5AHfA47m/QWmzEIFQDqmDCRt3o67cB4eAWLNz/2AFCAfiAGszNutza/zze/7tfVx34V2BwNHzP2/FXCwlL4H3gNygAxgLWDVnvse+BpTzPhVTHdTX/olfQ1MN5+HfGBaW7dLPZSn2vu16ppzYXGusmRPmdtkMa6yNE8J88EqFAqFQqFQKBQKRbvmXg17UygUCoVCoVAoFIq7ihr8KBQKhUKhUCgUCotADX4UCoVCoVAoFAqFRaAGPwqFQqFQKBQKhcIiUIMfhUKhUCgUCoVCYRGowY9CoVAoFAqFQqGwCNTgR6FQKBQKhUKhUFgEavCjUCgUCoVCoVAoLIL/BaKuGQsMfHxhAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1008x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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10NDaQU1TlKbowfcoFeWEGVOcw4Thecwdn0VeJFU05XpXggqzwyyaMkJzA3TDlyLLzMKkOq47nXN/A3DO7U37/JfAfd7qLmBs2u4VXtvrOOduBW4FmDdvnv+DMd+kbz+wlpd27OdrF87gw6dOHLKVvojIQKN+SkR6SzyRpK0j8dq9SOn3FaXfRxRP3Z/UEo2zv9W7ahRL0NaROHB/U1ssNXnDgXWvrb0j9R2dhVVPjCrMprQgi+LcVCE1Ij+L0cXZjC7OoWJYLpNK8yjMDvfxT2fo8mN2QQNuA9Y6525Kay/3xsEDvBNY7S3fC/zBzG4idUPxVGBpP0buN/tbYzyzsZalW+tZsrWODXubOWXycD5y2iS/o4mIZAz1UyJDS3tHgmhHkngyScI5EklHPOFIOkc86UgmHS2xBNWN7VQ3RYnGkyST3mcutW1qv+SB7Q96P2ib1CsWT1LdFGVPQzvVTe0k38QplXDQyA4HyQkHyYmk3jvXywrCZHttnZ9nh4MEzTimvIDscJCsUICsUOC15XCQktyIbkHpY35cyVoEXA6sMrOXvbavAJeZ2RxSwzC2AR8DcM6tMbM/A6+SmvHp2qE2Y1N1Uzuf+dPLvLhtH7F4krxIkLkTSnjXiRVcecoEv+OJiGQa9VMig4BzqeKotilKbXOUmqYo1U1R1uxuoKqhnf2tHdS3xNjd0Pa6e4iORjBgqZel7iUKBLq8mxEKprYJBwKUFmRx6tQRlBdlU5QTTk3kEDr8ZA2dkzsU50TIy0oVTOFg4M2Hl37nx+yCzwLdjXt74DD7fAv4Vp+F8kksnuTZTTV86e5V1DRHeftxo7l84XhOGFtMSP+gRER8oX5KpH8556huirKttoWa5uiB+4i6vkc7krTG4rTEEuxtaGfN7kbaOl5/PmNYbpgJI/IYkR9hysh8hudFKC/OIRz0CqHOYsl7hQIBssMByrzhc9mhIMFgqpjq3CZg6LYNOSK+zi6YqWqbo3z9H2t4Yl01bR0JRhZk8fsPL2DRlBF+RxMRERE5rETS0djWQWN7B/taO6jc10pTe5yWaPyg9/rWGO0dCWLx1DONOu9B6ki4A22xeOpeolj88PcRRUIBskMBciOpCReKc8O896SxlBdlMyI/ixEFqZntSvOzKC3IUkEkvlOR5YPnNtVy/6oqTps6gvcvGM9ZM0bqUrCIiIgMKMmkY/XuBrbWtnDnCzuo3NdKY3uc5i4z0HWVGwlSkB1imHffTzgYIN97vlEkmHpmUSQYIBIyIsHUPUIVw1Iz2JUVZpMTDpIVDpAdSr1HggECARVNMrioyPJB539ON1w0m4kj8nxOIyIiIpmqpinKpupmGtpiNLbFaWjrYMPeJpZsrWdHfetB25YWZPGeeWMpzAlRlBOmMDtMUU6YipIcinLC5GWFyIuECKogElGR5Ye9jVEA8rP04xcREZG+t7mmmWc21LCjvo3qptQserv3t1G5r+112xZmh1g0ZQQXHlfOiPws5k8oYfLIPHIj+r1FpKf0r8UHFcU5APzzld1cdepEn9OIiIjIUNUai/PTf23mF09vpiPhyIsEGVmYTWl+FnPGFnPFwvHMLC9iWF7qqlRRTpj8rJDuaRJ5k1Rk+WBSaWqI4MbqJp+TiIiIyFC1snI/n7jzJSr3tXH2jJF85YIZTCrN9zuWSEZQkeWDeRNKACjM0VO0RUREpHfs2t/GttoW1lY18qMnNtHQ1gHAt995LO9bMM7ndCKZRUVWP4snkvxh6Q4AhudFfE4jIiIiA00s/trzoKr2t1HbHPOeF5UgGk/S3vHas6OqGtqp3NfGrn1t7Np/8P1VVy2ayFWnTqBiWK5PfxKRzKUiq5+0ROP85vlt3LV0Bzvr25g9ppD3zBvrdywRERHpI4mk49XdjexuaGNvYzt7G9tpaOugNZqgORqnNZagJZZ6rlRLNLXcGk0QSxz+mVGdggFjeF6ECcPzmDt+GJfMrWD+xBJGF+cwpjiHSEiPhxHxi4qsfrBuTyNX3LaU6qYos0YX8vMPzOCcmaP0zAcREZFBrrqpnR11raysbGBvYzs1zVFqm2PUNkXZ3dDG/taOA9sGA0ZRTpjcSJD8rNCB97KC7NT051lBbxr04IHp0AtzQowtySU7HCQ7HCQrFEgthwKE9IxNkQFLRVYvSyYdtS1R9jZEWb+3iXVVjfzuhe0UZIf5yftO5IJjR2nGHhERER8kko5YPEksniSaSBxYjiVS7+0dqaF4bR0Jb0healhe53pbR4JoR5K2WIL2eIIVO/Yf9CypSChAaX4WI/IjlBdlc+yYIuZOGMaMUYWUFWUxIi9LJ1hFMoSKrF6STDq+98h6fvXMFjoS7qDPxhTn8Msr5jFzdKFP6URERDJDNJ6grjlGTVOU1bsbeHFrPY+vraa1I0Ei6d74AIcRCQXICQfJDqeuJuWEg3xo0QROn1rKlJH5VAzL0YlUEQFUZB21RNKxbFs92+pa2LC3mWc21rBhbzNvP340J00YRllhNuVF2cwsL9TlfBERkSPU3pHg1apGttW20JFIEks4OuLJ1HI8SUssQVssTm1zjD2N7dQ1R6lrjtEUjR90nJK8CHPGFTO9rICC7DCRUODAKyv42nIkGCAnkiqgskJBbzn4WlEVCuoqlIj0mIqsI5BMOl7asY8HV+/h2Y21rN+bes5VJBRgzthivv/u43nXiWN0FktERKSLhtYONtU0sb2ulab2OM3R1KvFe29uj9MSi9McTfDKzv1veLzOoqgkL8KowmyOrShmeF6EEfkRhudnUZIXYXpZAeOH56pfFpF+pyKrh9piCd79i3+zelcjkVCA2aMLufbMyVx60jjKi7J1tUpERKSLxvYO/v7SLh55dQ/Pbap73efhoB2Y4KEgO0ReVoiinDAXHDuKopwI8ycOY87YYWSFAoSCRiQYIOxdfQqr3xWRAUxFVg89u6mW1bsaufr0SXzyrVMoyNaDhEVERNKt2LGPpVvr2eNNV75kSz11LTFG5Ee47swpnDi+mIkj8inMDpGfHSIrFPQ7sohIn1CR1UP1LVEAPrBgvAosERGRLp7fXMdlv3wBgLxIkLKibGaNKeKat0xi4aThGrInIhlFRVYPLd26LzU1a0GW31FEREQGjJqmKD98fAN/XLqTcSW53PzeOcwdP8zvWCIivlKR1UNN7R1MGpFHTkRDG0RERDp9459ruG9lFadNHcG333ksY0ty/Y4kIuI7FVk9VJgTZlN1M/UtMUryIn7HERER8V1LNM4jr+7lnJll3HrFPL/jiIgMGJqap4fmjC0mnnTs3t/mdxQRERHfba9r4XsPrycWT3LOrFF+xxERGVB0JauHlmytB2Ck7skSEZEMFk8kufmxDfziqS3Ek445Y4tZPKPM71giIgOKb0WWmW0DmoAEEHfOzTOzEuBPwARgG/Ae59w+S01J9EPgAqAVuNI591J/Zd1S08zDa/Zw9owyRhZm99fXioiIjwZTP9XbkknH8h372NPQzq79beza10Z9S4z6lhg76lvZtb+N/zixgs+dM43RxTl+xxURGXD8vpJ1pnOuNm39S8DjzrnvmNmXvPX/As4HpnqvBcDPvPc+F08kueb3y8kKBfj8udP64ytFRGTgGPD9VG+KJ5J8/d41/GVZJbFE8kB7YXaIEQVZlORGmDm6kP88ayrvOWmsj0lFRAY2v4usri4CzvCWfwM8Sarzugj4rXPOAS+YWbGZlTvnqvo60Pb6VjbsbebGi2ZxzKjCvv46EREZ2AZcP9WbnlhXzZ1LdjCjvJD3LRjH/AkljC7O1vMhRUSOkJ9FlgMeMTMH/MI5dytQltYh7QE6B3mPAXam7VvptfV55xUJpuYGyQpr6nYRkQwzKPqp3tQeT129+tFlc5gyssDnNCIig5efRdapzrldZjYSeNTM1qV/6JxzXsfWY2Z2NXA1wLhx43olZOdzsVZVNnDJiRUEAnpivYhIhhgU/VRvClqqj0sbKSgiIkfBtyncnXO7vPdq4O/AfGCvmZUDeO/V3ua7gPTB3xVeW9dj3uqcm+ecm1daWtorOYfnRTht6gh+98J2Pvvnl3vlmCIiMvANln6qNwUDnUXWEdWOIiLShS9FlpnlmVlB5zJwDrAauBf4oLfZB4F/eMv3AldYyslAQ3+Nczczbr18HjPKC3lmYy2xuE7viYgMdYOpn+pNKrJERHqHX1eyyoBnzewVYClwv3PuIeA7wGIz2wic7a0DPABsATYBvwQ+0Z9hcyJBvnjedOpaYjyxbm9/frWIiPhjUPVTvaUkLwLA2qpGn5OIiAxuvtyT5ZzbAhzfTXsdcFY37Q64th+iHdKCiSVEggEeWLWH82aX+xlFRET62GDsp3rDtLJ8APa1xnxOIiIyuPl2T9ZgkxsJsXhWGcu37/M7ioiISJ94acd+AD1gWETkTVKRdQT2t8YwTS4oIiJDkHOOWx7fSHlRNufMKnvjHURE5JBUZPVQNJ7g+c11zCzXA4lFRGRoqW2OcvXvlrN8+z4+ccZkskJ6NqSIyJvh53OyBpVQIMDIgmxaYwm/o4iIiPSKnfWt/OnFndy5ZDvN0TjXnTmFy+YPvOd3iYgMNiqyeqC6sZ2rfvMiexrbecu0gfdcExERkSOxbFs9v3pmK4+8ugeAM6aP5LOLpzF7TJHPyUREhgYVWW/AOccHbltC5b42fnjpHN523Gi/I4mIiBy1e1/ZzafuWkFBVogPnzqRDy2aqIkuRER6mYqsN7CtrpUNe5v55sWzuWjOGL/jiIiIHLVXdu7nU3etYMLwXP5x3akU5YT9jiQiMiRp4os3kB1O/Yj++cpu2nQ/loiIDFKN7R188a8rAbj9ypNUYImI9CEVWW+gvCiHa94ymSVb67nn5V1+xxERETkqD6ysYv3eJn502QlMKs33O46IyJCmIqsHvnjudHIjQdbvafI7ioiIyFGpaYoCcPYMPQNLRKSvqcjqgUDAmDoyn43VKrJERGRw2tvUTsAgK6SuX0Skr+l/2h46ZlQha3Y34pzzO4qIiMgRG1+SR9JBUzTudxQRkSFPRVYPzSgvYH9rx4HhFiIiIoNJljeRU2Nbh89JRESGPhVZPTSqKBuAPY3tPicRERE5crXNMcxe689ERKTvqMjqoePHFgNw/8oqn5OIiIgcmWTS8fDqPYwsyCIcVNcvItLX9D9tD5UX5QDwSuV+n5OIiIgcmftWpaZv/+hpk/yOIiKSEVRkHYFzZ5WxsrJBk1+IiMigsnpXA+GgcdWiiX5HERHJCCqyjsBpU0tpjSX0UGIRERlUmtrjBANGIGB+RxERyQgqso7AJXMrAPjd89t9TiIiItJz6/Y0MmF4nt8xREQyhoqsI5AdDrJ4Zhkv79xPe0fC7zgiIiI9smlvM3PHD/M7hohIxlCRdYTet2AcSQd3v1TpdxQREZE3tLW2haZonMml+X5HERHJGCqyjtAZ00oZPzyXx9dW+x1FRETkDT28Zg8Ai2eW+ZxERCRz9HuRZWbTzezltFejmX3azK43s11p7Rek7fNlM9tkZuvN7Nz+ztwlP3PHDWPVrgY/Y4iISB8Z7P1UV8u21VOSF2FsSa7fUUREMkaov7/QObcemANgZkFgF/B34EPAzc65/0vf3sxmApcCs4DRwGNmNs0559tNUfGkIycc9OvrRUSkDw2FfqrT9roWHl9XzSfOmOx3FBGRjOL3cMGzgM3OucNN13cR8EfnXNQ5txXYBMzvl3SHsLexnVGF2X5GEBGR/jEo+6lOv35uG+FAgCsWTvA7iohIRvG7yLoUuCtt/TozW2lmt5tZ5zRIY4CdadtUem2+aInG2VbXQlFu2K8IIiLSfwZdPxVPJNm4t4m/Lq/kD0t3cOFx5ZTpxKCISL/yrcgyswjwDuAvXtPPgMmkhmhUAd8/imNebWbLzGxZTU1Nr2VN94k7X2JvY5T/OLGiT44vIiIDw2Dsp6oa2lj4nSdYfPPTfP4vrzAsN8yXzz+m179HREQOr9/vyUpzPvCSc24vQOc7gJn9ErjPW90FjE3br8Jrex3n3K3ArQDz5s1zvR149a4GntpQwyVzKzhv9qjePryIiAwsg66fumvJDmqaotx40SzmTxzOpNI8wkG/B62IiGTNjOBsAAAgAElEQVQeP//nvYy0IRhmVp722TuB1d7yvcClZpZlZhOBqcDSfkuZZmd9KwAfWjTBj68XEZH+Naj6qaqGNn765GbOnF7K5QsnMH1UgQosERGf+HIly8zygMXAx9Kav2tmcwAHbOv8zDm3xsz+DLwKxIFr/ZqxKeFSJx0TyV4/+SgiIgPIYOynVu9qJJ50fPyMKf391SIi0oUvRZZzrgUY3qXt8sNs/y3gW32d642cMG4YZvDU+hqOqyj2O46IiPSRwdpPAXrEiIjIAKBxBEdgTHEO08sKeHxdNc7papaIiAwcoYABr426EBER/6jIOkKnThnByzv3852H1pHUsEERERkggp1FVjLpcxIREfFzdsFB6csXzGBzTTO/eGoL8YTjv9820+9IIiIiB4qseEInAEVE/KYrWUcoGDB+9cGTOOuYkfz6ua20d/gyB4eIiMhBghouKCIyYKjIOgrBgPGuEytIOnhl536/44iIiLx2T5aGsouI+E5F1lFaODk16dSSrfU+JxEREYGQ90ys1phGWIiI+E1F1lEqyYtwyuTh/OCxDfzqmS10JHSjsYiI+Gd6WQH5WSEeX7vX7ygiIhlPRdabcOPFsxlVmM0371/LZ/70MrG4Ci0REfFHTiTI7DGFbKxu9juKiEjGU5H1Jkwuzee5L72Va8+czH0rq/jOg+v8jiQiIhls7LBcdu1r8zuGiEjGU5H1JpkZXzj3GM6YXsoT6zREQ0RE/FOYE9Y9WSIiA4CKrF5y6pQRbKtrZakmwhAREZ/kRYK0xOI4TeMuIuIrFVm95JK5FYwtyeELf31Fz84SERFfRONJQgFDNZaIiL9UZPWS4twIN7xjNtvrWvn475cT12yDIiLSzzoSjqxQkID3zCwREfGHiqxedOYxI/nc4mn8a30NP/7XJr/jiIhIhhmeH6E5Gqe2Oep3FBGRjNbjIsvMcvsyyFBx7ZlTWDCxhB88tpGr7niRe1bs0lUtEZF+oH4KzplZhhl8/i+v+B1FRCSjvWGRZWanmNmrwDpv/Xgz+2mfJxukAgHjzo8s4FNvncKSLXV8+k8vs+h/n+Azf3qZl3fu9zueiMiQo37qNVPLCnjH8aN5cn2N7g8WEfFRT65k3QycC9QBOOdeAU7vy1CDXSgY4LPnTGfl9efyvUuO48Rxw/jX+mqu/PVS9ja2+x1PRGSoUT+V5ozppQD8e3Otz0lERDJXj4YLOud2dmnS6bEeCAaMd88by88+MJe7P34KrdEEP3hsg9+xRESGHPVTrzl/djlFOWF+9cxWv6OIiGSsnhRZO83sFMCZWdjMPg+s7eNcQ87k0nzeesxIHly9h3+tq/Y7jojIUKJ+Kk12OMg7jh/NKzv3k0hqLncRET/0pMi6BrgWGAPsAuZ463KEPrN4Gq2xBB+640Uuv22JHhYpItI71E91UZwbpq0joX5GRMQnb1hkOedqnXPvd86VOedGOuc+4Jyr649wQ830UQW8+JWzefvxo3lmYy033PcqSZ1lFBF5U9RPvd7aqiYmDM8jFNSTWkRE/BB6ow3MbCLwSWBC+vbOuXf0Xayhqyg3zA/fO4fheRF+/dw29ja2c9N75pAdDvodTURkUFI/9XqFOSEa2+N+xxARyVg9OcV1D7AN+BHw/bTXGzKz282s2sxWp7WVmNmjZrbRex/mtZuZ3WJmm8xspZmdmLbPB73tN5rZB4/gzzcgBQLG198+k69eMIMHVu3hxvte9TuSiMhgpn6qi0kj8qhtjtKh5zSKiPiiJ0VWu3PuFufcv5xzT3W+enj8O4DzurR9CXjcOTcVeNxbBzgfmOq9rgZ+BqnODvg6sACYD3y9s8MbzMyMj54+icUzy7hzyQ4eXrPH70giIoOV+qkuOkdHtER1NUtExA89KbJ+aGZfN7OFZnZi56snB3fOPQ3Ud2m+CPiNt/wb4OK09t+6lBeAYjMrJ/Xsk0edc/XOuX3Ao7y+Qxy0brn0BEYWZPG1e1ZT3xLzO46IyGCkfqqL8cPzANhS2+JnDBGRjPWG92QBxwKXA28FOscdOG/9aJQ556q85T1Ambc8Bkh/zkml13ao9iEhJxLk5vfO4UN3vMgN/1zDDy49we9IIiKDjfqpLgqzU917eyxjHxcmIuKrnhRZ7wYmOed6/TKLc86ZWa9Nr2dmV5MawsG4ceN667B9btGUEUwvK6ChrcPvKCIig5H6qS40b62IiL96MlxwNVDci9+51xtegffe+WTeXcDYtO0qvLZDtb+Oc+5W59w859y80tLSXozc99o7EpphUETk6Kif6uKfr+wGYHh+Vp99h4iIHFpPiqxiYJ2ZPWxm93a+3sR33gt0zrz0QeAfae1XeLM3nQw0eMM1HgbOMbNh3o3E53htQ8KybfXc/OgGNlY3U5QT9juOiMhgpH7K09DawU2PrOfOJTt434JxTB9V4EcMEZGM15Phgl8/2oOb2V3AGcAIM6v0jvUd4M9m9mFgO/Aeb/MHgAuATUAr8CEA51y9md0IvOhtd4NzrutNyoPKrv1t3L28kmc21vDitn0AjC3J4ewZZW+wp4iIdCPj+6lk0vHQmj1896F1bKtr5biKIj63eFp/RhARkTTm3NAcuT1v3jy3bNkyv2O8zt9equQLf11JIunICgW47swpXL5wPMW5Eb+jiYj0OjNb7pyb53eOgag3+6lr73yJ+1dVUVaYxbffeSxn6aSdiEiP9FU/dcgrWWb2rHPuVDNr4uB7aI3UvcCFvR1mqEskHV/5+yomDM/lJ+8/kellBZiZ37FERAYl9VMplftauX9VFR9cOJ6vvW0m4WBP7gQQEZG+dLjhgnkAzjkN6O4lzjnaO5JcNGcMx4zKiL5fRKQvqZ8CmtpTDxxeOHm4CiwRkQHicP8bD81xhAPAMxtriMb17BIRkTdJ/RQQCaW68mg8+QZbiohIfznclayRZvbZQ33onLupD/IMaaFggE+dNZVbHt/IFbct5ab3zmFMcY7fsUREBiv1U0DEu3rV3qGTdyIiA8XhrmQFgXyg4BAvOQqfXTyNm997PEu21nPJz/5NczTudyQRkcFK/RRQWpBFJBTgyfU1fkcRERHP4a5kVTnnbui3JBnknSdUUJgd5sO/Wcbx33iEBRNLOLaiiCtPmUB5ka5siYj0kPopIDsc5G3HlvPQmj3c+vRmrj59st+RREQy3uGKLE1714fOnD6SL543nfV7mthW28IvntrCHc9tY9GUESyeWcYlcyt0A7OIyOGpn/JcuWgCW+ta+PYD6zh2TDELJw/3O5KISEY7XJF1Vr+lyECBgPGJM6YcWN9R18rtz23l8XV7eWJdNSt27ON//+M4TfEuInJo6qc8x1UUc9dHT+a4bzzC71/YriJLRMRnh7xU0t9Pq89044bncv07ZvH0F87kQ4sm8OdllTy/uc7vWCIiA5b6qYNlh4OcN2sUz22u9TuKiEjG03i0AcbM+ODCCQBsrWvxN4yIiAwqxblhvyOIiAgqsgakUUXZhIPG2qpGv6OIiMggUtscJS9yuDsBRESkP6jIGoCyw0FGF+fQ1K7p3UVEpOeiHUmG5elqloiI31RkDVBFOWGWbq2nqb3D7ygiIjKIJJN+JxARERVZA9RHT5tEVUM7J9zwKFfcvpTr713DC1s0EYaIiBxaUW6YV6saeW6TJr8QEfGTiqwB6u3Hj+aXV8zj/GPLqWuOcse/t3HprS9w8U+e48VtmlBLRERe76pFExmRH+E//7iC+paY33FERDKWiqwBbPHMMn502Qnc/6nTWHX9OXzm7Gns2t/Gu3/+PN/45xraOxJ+RxQRkQFk9pgifvfhBTS0dfCNf67xO46ISMZSkTVIFGSH+c+zp/LUF87g0pPG8uvntnHBD5/h4TV7aIlqggwREUmZUV7IB04ezz9e3s2Dq6r8jiMikpFUZA0yuZEQ3/mP47j18rnsb+vgY79bzlnff4rbnt3KQ6v3UNsc9TuiiIj47JNvnUooYPz3P1bT0KoJlERE+puKrEHqnFmjeP7Lb+Xm9x5PPOm48b5Xueb3yznlf57g8tuWsLO+1e+IIiLik5K8CL//yALqW2J875F1fscREck4KrIGsaxQkHeeUMGLXz2LFf+9mLs/vpALjh3Fs5tqed+vXqC6qd3viCIi4pOTJw3nioUTuHPJDnbtb/M7johIRlGRNQSYGcPyIswdX8IPLj2BP3zkZHbvb+ejv1nGq7sbSSSd3xFFRMQHHz51Is7Bz57c5HcUEZGMoiJrCFo4eTjfvHg2K3c1cMEtz3Dc9Q/zybtW8NfllX5HExGRfjS2JJe3HVfO31/aRTyhpxSLiPSXPiuyzOx2M6s2s9Vpbd8zs3VmttLM/m5mxV77BDNrM7OXvdfP0/aZa2arzGyTmd1iZtZXmYeSy+aP45kvnslnF09j7oQSnttUy+f/8god6mRFRIDM6acWTBpOSyxBfauemyUi0l/68krWHcB5XdoeBWY7544DNgBfTvtss3Nujve6Jq39Z8BHganeq+sx5RAqhuXyqbOm8tur5vO1C2cA8PHfL9fZTBGRlDvIgH6qND8CwEOr9/icREQkc/RZkeWcexqo79L2iHOu86FOLwAVhzuGmZUDhc65F5xzDvgtcHFf5B3q3nViBR85dSKPra3mhBsf5Wv3rKKmSdO9i0jmypR+6q3HlLFgYgnfvH8tzXquoohIv/DznqyrgAfT1iea2Qoze8rMTvPaxgDpNxJVem1yFL564Qx+dNkJNLXH+f0LO/jHy7v8jiQiMpANiX4qEgpwzqxRxOJJqhs166yISH8I+fGlZvZVIA7c6TVVAeOcc3VmNhe4x8xmHcVxrwauBhg3blxvxR0yzIx/b64DYEZ5IadPK/U5kYjIwDSU+qmd9a1896F1HDumiPHD8/rlO0VEMl2/X8kysyuBtwHv94ZW4JyLOufqvOXlwGZgGrCLg4dqVHht3XLO3eqcm+ecm1daqgKiO0Hvb3xSaR5TR+b7G0ZEZAAaav3U0xtriMaT3HDRLIKBATUnh4jIkNWvRZaZnQd8EXiHc641rb3UzILe8iRSNw5vcc5VAY1mdrI3W9MVwD/6M/NQ89nF01kwsYT7V1Zxy+N6boqISLqh2E9tq20B4JhRhT4nERHJHH05hftdwPPAdDOrNLMPAz8GCoBHu0yBezqw0sxeBv4KXOOc67wZ+RPAr4BNpM4cpo+PlyNUkhfhro+ezNkzyrj5sQ38z4Nr/Y4kIuKLTOmn5k8cDsCT66t9TiIikjn67J4s59xl3TTfdoht7wbuPsRny4DZvRgt4wUCxi2XzeHs7z/Ffa9U8eXzZ/gdSUSk32VKP3XMqAIAzSwoItKP/JxdUHyUGwlxzqxR7Nrfxtt+9AzX/uElqhra/I4lIiK9LBJKdfXVemyHiEi/8WV2QRkYPn7GZJxzvFrVyP0rq9hR18rtV55EaUGW39FERKSXlBVmU1aYxabqZr+jiIhkDF3JymBlhdl846LZ/OWaU/jJ+05kw94m3v+rF3js1b1+RxMRkV40fVQhL2ypw5ssUURE+piKLAHgwuPK+dFlJ1C5r42P/HYZ7/jxs9z7ym6/Y4mISC84Z2YZVQ3tupolItJPVGTJAefMGsWK/7eYT5wxmeb2OJ+6awUPrKryO5aIiLxJZ80YCcCjazVSQUSkP6jIkoNkhYJ88bxj+NhbJgFQ26wbpUVEBrvOhxA3tHb4nEREJDOoyJJupZ6pCc9tqqWpXZ2yiMhgtq6qCYAzjxnpcxIRkcygIku69e65FXz67Kk8vGYvZ9/0FH9cuoPWmJ6xIiIyGBVkpyYTrmuO+ZxERCQzqMiSbpkZnz57Gn+9ZiEF2WG+9LdVLPrOE7ppWkRkEDp2TBH5WSH+vbnW7ygiIhlBRZYc1rwJJdz3yVNZMLGEfa0dPLm+2u9IIiJyhJIO4snkgXuzRESkb+lhxHJYy7fX88k/rGB3QzvjSnJ5x/Gj/Y4kIiJH6KkNNbR3JFkwcbjfUUREMoKKLDms7z+ygd0N7fzkfSdy3uxROgsqIjII3fbsFkbkRzjzmFK/o4iIZAQNF5TDumLheMzgpkfXc8e/t5FMOr8jiYjIEWqJJijIDpMb0blVEZH+oCJLDuu82eV875LjaWyPc+N9r3Ln0h1+RxIRkSN0bEUR9S2aWVBEpL+oyJI3dMncCpZ8+SwAfvHUZv66vJKaJj2kWERksGho7cA02ltEpN+oyJIeCQSMKxaOp3JfG5//yyuc9K3HuPy2JTozKiIyCLR1JEgkHc5pyLeISH9QkSU9dsNFs1n9jXP51RXzWDRlOM9srOXel3f5HUtERN7AgoklNLXHaYrqofIiIv1BRZYckfysEGfPLOO2D55EWWEW3314vYYOiogMcHlZqQkv2mMJn5OIiGQGFVlyVLLDQW69fB6tsQR/Wb7T7zgiInIYZYXZALxS2eBzEhGRzKAiS47a8WOLKcwOsbeh3e8oIiJyGLmRIIBGHoiI9BMVWfKmtHckaevQ8BMRkYHs35trCQaMtx9f7ncUEZGMoCJL3pTpowp4cNUePaRYRGQAe35zHdPKCijIDvsdRUQkI/RZkWVmt5tZtZmtTmu73sx2mdnL3uuCtM++bGabzGy9mZ2b1n6e17bJzL7UV3nl6FxwbDlN0TgX//Q5YvGk33FERI5IpvRVO/e1MSI/4ncMEZGM0ZdXsu4Azuum/Wbn3Bzv9QCAmc0ELgVmefv81MyCZhYEfgKcD8wELvO2lQHiw6dO5L3zxrKysoFbHt/odxwRkSN1B0O8r2qNxWls66AgO+R3FBGRjNFnRZZz7mmgvoebXwT80TkXdc5tBTYB873XJufcFudcDPijt60MEJFQgG+9czYA6/Y0+pxGROTIZEJf9a91NUTjSS49aZzfUUREMoYf92RdZ2YrvSEaw7y2MUD6POCVXtuh2mUAqW+JAWisv4gMJUOmr9pR3wrAvAnD3mBLERHpLf1dZP0MmAzMAaqA7/fmwc3sajNbZmbLampqevPQchjFuRGCAaOxrcPvKCIivaHP+io/+qmGtg4iwQA54WC/fJ+IiPRzkeWc2+ucSzjnksAvSQ2xANgFjE3btMJrO1T7oY5/q3NunnNuXmlpae+Gl0OKhAKcN2sUj6+rZn9rzO84IiJvSl/2VX70U3XNUQpzwphZv3yfiIj0c5FlZukP6Hgn0Dmb073ApWaWZWYTganAUuBFYKqZTTSzCKkbju/tz8zSM5fMrQBgxY79PicREXlzhlpftaW2hcmleX7HEBHJKH021ZCZ3QWcAYwws0rg68AZZjYHcMA24GMAzrk1ZvZn4FUgDlzrnEt4x7kOeBgIArc759b0VWY5ejNHFwKwYsc+zjxmpM9pRER6JhP6qtrmKMdVFPsdQ0Qko/RZkeWcu6yb5tsOs/23gG910/4A8EAvRpM+UFaYTUlehJpmDRcUkcFjqPdVrbE4u/a1ccGx5W+8sYiI9Bo/ZheUIai2OUp9S4wxxdl+RxEREc+zG2uJJx2nTB7udxQRkYyiIkt6Ree9WNPKCnxOIiIinR59dS95kSALJqrIEhHpTyqypFesrUo9iHjCCN1cLSIyENS3xLjn5V28Y85oIiF19yIi/anP7smSzJBIOn7yr03c9OgGSguymFKa73ckEREB/rBkOx0Jx1WLJvodRUQk4+jUlrwpf1iynZse3cD0sgLu+ujJBAJ6DouIyEDwt5d2sWjKcKZqGLeISL/TlSx5U7bUthAJBXjo06fpQZciIgNEdVM7W2pbuGRehd9RREQykq5kyVGrbY7y+Npq8iJBFVgiIgPIn5buBOCMaXpuoYiIH1RkyVHpSCS58JZn2FHfyvl6/oqIyIDhnOPulyoZPzyXY0ZpqKCIiB9UZMlRSSQdexujvOuEMXz7ncf6HUdERDzOwba6Vi46frTukxUR8YnuyZKjkh0OUjEsh7+t2MWrVY0snDycy08ezyTNLigi4rtw0Hhucx2f9TuIiEiG0pUsOWp3f/wU/vttMynMDvPr57bxzfvX+h1JRCTjBQLGzNFFLN++j5Zo3O84IiIZSUWWHLUtNS08v7mWTTXNAFQMy/E5kYiIbKpu4pWd+5kyMp/scNDvOCIiGUnDBeWo/fKZLTyxrhqAeeOH8blzpvucSERE/ujNLPjrK08iqHuyRER8oSJLjto33jGLUMB4YUsdy7bv44QbHuHYMUVUDMvl3NmjOH/2KMJBXSwVEelPw/OzAPjD0h3813nH+JxGRCQzqciSoza2JJdbr5hHPJHk/lVVPLeplj2NUZZv38f9q6oAuPMjC1g0ZYTPSUVEMsfHTp/E6l0N/OzJzfznWVM1ZFBExAe6zCBvWigY4KI5Y/jkW6eyeGYZZ8987eGXy7fv8zGZiEjmiSWSNLR1EAkFiGg0gYiIL3QlS3rFj5/YyP89sgGAguwQx1UUMWNUIZeeNNbnZCIimeU//7iC5zbXcv3bZ+k5WSIiPlGRJb1i4eQRQKrIGl2Uw3vmjWXO2GJGFmb7G0xEJIM453hmYy2LJo/gg6dM8DuOiEjG0jgC6RVzxw9j7Q3nceNFs6hrifK1e1bzth89y2nffYLfv7Dd73giIhnBzDhnZhnPbqrlby9V+h1HRCRjqciSXpMTCXL5wgk896W3cv+nTuUrFxxDXiTE1+5Zza+f2+p3PBGRjPDdS44nPyvEz5/a7HcUEZGMpSJLel1WKMis0UVcffpk/vnJUxlVmM3SrfV+xxIRyQiRUID8rBBjivWAeBERv6jIkj4VDgZojyd4cPUeVuzQTIMiIn2ttjnKnsZ25owd5ncUEZGM1WdFlpndbmbVZrY6re1PZvay99pmZi977RPMrC3ts5+n7TPXzFaZ2SYzu8XMNFXSIPPuuRUAfP4vr/icRETkNUO1n4rGkwCUF2niIRERv/Tl7IJ3AD8GftvZ4Jx7b+eymX0faEjbfrNzbk43x/kZ8FFgCfAAcB7wYB/klT7y1QtnUtcS49mNtX5HERFJdwdDsJ+KeUVWOKRzkiIifumzK1nOuaeBbm/E8c7yvQe463DHMLNyoNA594JzzpHqCC/u7azS94blRtjf2kFHIul3FBERYOj2U/tbYwDkRfSUFhERv/h1T9ZpwF7n3Ma0tolmtsLMnjKz07y2MUD6HLSVXpsMMhNH5BFLJKna3+53FBGRnhi0/dTKytTFtxnlhX7GEBHJaH6d5rqMg88OVgHjnHN1ZjYXuMfMZh3pQc3sauBqgHHjxvVKUOkdzu8AIiJHZtD2U/u8K1mjdE+WiIhv+v1KlpmFgHcBf+psc85FnXN13vJyYDMwDdgFVKTtXuG1dcs5d6tzbp5zbl5paWlfxJej9K911ZTkRSgvVqcvIgPbYO+n9jZGKcoJEw5qAmEREb/48T/w2cA659yB4RVmVmpmQW95EjAV2OKcqwIazexkb3z8FcA/fMgsb0JDWwdPrKsmNxKkqT3udxwRkTcyqPupF7fVM3uMhgqKiPipL6dwvwt4HphuZpVm9mHvo0t5/Y3EpwMrvaly/wpc45zrvBn5E8CvgE2kzhxqZsFBpiArxIXHlVO5r42F//M4P/nXJlL3h4uI+Geo9lM76lqZNbrIzwgiIhmvz+7Jcs5ddoj2K7tpuxu4+xDbLwNm92o46VeBgPGT953IdWc28u0H1vK9h9cTiyf5zOJpfkcTkQw2FPsp5xyxRJKccNDvKCIiGU0DtqXfzCgv5PYrTwLgh49vJJHU1SwRkd4U8x6TEQmpexcR8ZMeoiH9KhwMUJwbJjccJKDnZIqI9KqGtg4A8rPUvYuI+EmnuqTfvfWYkexuaOemRzfo3iwRkV607/+3d+9RVpX3Gce/DzOAAoowiAEBATWKdxSJNpoqiUaNCd6DS41Gu4wx6WqTplVDrrqaapq00bQNtYm5NfXSGC9JTBVN0KiIgk5Ao8iAiCCKggqCiIZf/zjvJMdZcyYDnH323jPPZ61Zs8/e7z7n4T179o/3nH1ZXxlkDR3YL+ckZma9mz/qsob7+qkH0CTx7V+3scfwQUw9yPeXNjOrh3ftWLlNxopX38g5iZlZ7+Zvsqzhmpv68LVT9me3lgF85sZW5j37St6RzMx6hMED+rLzDv1Z8tLreUcxM+vVPMiyXPRt6sM3Tj+QzQGnfudBpv7b/dz4yDJeWb8p72hmZqU2ZEBfVr/ufamZWZ48yLLcHDp2KLMvm8JHJ41m2ZoNXHLzAiZeMZPTZzzI3KVrfL6WmdlW2K1lIL9fuZa305UGzcys8TzIslyNGLw9V512AI9+8RhuuPAwPnnU7sx99hVOmzGbE799P/c+/ZIHW2ZmW+AjB45k5Wsb+W3by3lHMTPrtTzIskKQxGHjW7jkuL2Z/+VjueKk/Vi78S3Ove5hpt/6OBvf+kPeEc3MSuGYfXahb5N4aMnqvKOYmfVaHmRZ4eywXV/OOWw37v7sX3LyxF35nznLmHj5TM6YMZsbH1nG2o1v5R3RzKywtuvbxMQxQ7jnyVU+EsDMLCceZFlh9W9u4hunH8iPzp/MGZNG/fG8rYMvn8mFP5rL9x94hjc2+RsuM7OOPjBhOG2rXmexrzJoZpYLD7Ks0Jr6iPe9e2e+OnU/Zl82hZs+cThTD9qVJ55fy1d//ntua12Rd0Qzs8I5eq/hADy27NWck5iZ9U4eZFlpSGLyuKF884wDufVT7wXg+keeyzmVmVnxbEpXFty+X1POSczMeicPsqyUdt6hP6cdMorfPfcqX7z1cVat25h3JDOzwmi/WNBmn5JlZpYLD7KstL7woQkcNn4oP37oWY7/1m9Z4xsZm5kBsO/IwQAsfGFtzknMzHonD7KstHYa0I8bLjyc6SdMYPX6Tcy4d3HekczMCuHNt9Lhgn19uKCZWR48yLLSu3Fu5bysYYP65ZzEzKwYbnlsOQB/scewnJOYmfVOHmRZ6U6VAM4AAA2NSURBVI1tGQjAnCVrWPjCupzTmJnl77lX3mBAvyYOHjMk7yhmZr2SB1lWejPOPpi/OmIcs55+iQ9+6z6mXTubB9pe5u10dS0zs95m2KD+bNj0B55dvT7vKGZmvZIHWVZ6zU19+MKJ+/Dw59/P9BMmMHfpK5z13Tlc+rMFeUczM8vFhw8cAcA9T67KOYmZWe/kQZb1GC2D+jNlwnCkyuNlazbkG8jMLCftV1vt2+wyb2aWh+a8A5jV0y/nr+StPwRnTh7DBUeMyzuOmVkubm99nn7NffjIASPzjmJm1itl9hGXpNGSfiPp95KekPQ3af5QSTMlLUq/h6T5knSNpDZJ8yUdXPVc56b2iySdm1VmK7/RQ7cHYNqho9lj+KCc05hZkfXkOrVo1euMHzaQwQP65h3FzKxXyvI4greBv4uIfYDDgE9J2ge4FLgnIvYE7kmPAY4H9kw/FwLfgUqxA74MvAeYDHy5veBZ7xYRrFm/iUUvrmP24tX8x6w2vv/AUgD6tB8zaGZWW4+sU0tfXs+Di1/m4N1cKs3M8pLZ4YIRsRJYmabXSXoS2BWYChyVmv0QmAVckub/KCICeEjSTpJGpLYzI2INgKSZwHHA9Vllt2K7ed5ynnphLfe3rebJlWvfsWy3lgF8/L1j2XfkjjmlM7Oy6Il1atXajZz9vTkM7N/MxUft3uiXNzOzpCHnZEkaC0wE5gC7pMIG8AKwS5reFXiuarXlaV6t+Z29zoVUPl1kzJgx9QlvhXP1PYt4Ye1GJozYkUuP35uRO23PsEH9GD1kAKOHDsg7npmVUE+pU3csWMlL695kxtmHMGqI94dmZnnJfJAlaRBwM/C3EbFWVYdxRURIinq9VkRcC1wLMGnSpLo9rxXLTy86nJZB/Wnq40MCzWzb9aQ6dc7hY5my9y6MafEAy8wsT5le21VSXyqF6ycR8bM0+8V0eAXpd/tNPFYAo6tWH5Xm1ZpvvdTwHbfzAMvM6qKn1ammPvIAy8ysALK8uqCA7wFPRsS/VC26HWi/8tK5wG1V8z+Wrt50GPBaOlzjTuBYSUPSicTHpnlmZmZbzXXKzMyykuXhgu8FzgEWSGpN8z4PXAncJOkC4FngjLTsDuAEoA3YAHwcICLWSLoCeCS1u7z95GIzM7Nt4DplZmaZUOUiST3PpEmTYu7cuXnHMDPr1STNi4hJeecoItcpM7P8ZVWnMj0ny8zMzMzMrLfxIMvMzMzMzKyOPMgyMzMzMzOrIw+yzMzMzMzM6siDLDMzMzMzszryIMvMzMzMzKyOPMgyMzMzMzOrox57nyxJ64CFeefYAsOAl/MOsQXKlhfKl7lseaF8mZ03e3tFxA55hygi16nMlS0vlC9z2fJC+TI7b/YyqVPN9X7CAllYphtgSprrvNkqW+ay5YXyZXbe7Eny3XZrc53KUNnyQvkyly0vlC+z82YvqzrlwwXNzMzMzMzqyIMsMzMzMzOzOurJg6xr8w6whZw3e2XLXLa8UL7Mzpu9MmZulLL1jfNmr2yZy5YXypfZebOXSeYee+ELMzMzMzOzPPTkb7LMzMzMzMwartSDLEnHSVooqU3SpZ0s7y/pxrR8jqSxjU/ZOUn/LOkpSfMl3SJppxrtlkpaIKk1z6t0SfqKpBUpR6ukE2q06/I9aaT03rfnXSqptUa73PpY0umSnpC0WdKkDssuS/24UNIHa6w/Lm3bbenf2y+PvJKOkTQv9eM8SVNqrN+t7ahBmcdKeqMqy4wa6w+VNFPSovR7SE55z6rK2pqWH9TJ+nn0cc39WRG340ZynWoc16nMMrpOZcx1qofWqYgo5Q/QBCwGxgP9gN8B+3RoczEwI01PA27MO3dVtmOB5jR9FXBVjXZLgWEFyPsV4HPb+p7kmP+bwJeK1sfABGAvYBYwqWr+Pqn/+gPjUr82dbL+TcC0ND0D+GROeScCI9P0fsCKrd2OGph5LPB4N9b/OnBpmr601t9q1nk7tNkfWFygPu50f1bU7biB/eI61di8rlPZ5HKdyq+PXafql7nhdarM32RNBtoiYklEbAJuAKZ2aDMV+GGa/inwfklqYMaaIuKuiHg7PXwIGJVnnjrpznvScOk9PwO4Pu8sHUXEkxHR2c1IpwI3RMSbEfEM0Ealf/8o/bumUNm2obKtn5RH3oh4LCKeTw+fALaX1D/LLN3VRR93V/V+JLc+7uBMKn9fhdDF/qyQ23EDuU4Vj+vUFnKdyp7rVPbyqFNlHmTtCjxX9Xh5mtdpm9SxrwEtDUm3Zc4HflVjWQB3pa+2L2xgps58On3Nel2Nr6K7857k4UjgxYhYVGN5kfq4XXf6sgV4tWqnUZT+PhV4NCLerLH8z21HjTRO0mOS7pV0ZI02u0TEyjT9ArBLg7J15aN0/Z+xPPu4en9W5u24HlynGs91qnHK/PftOpW9Xl+nmrcxpHVB0t3AuzpZND0ibkttpgNvAz+p8TRHRMQKScOBmZKeioj7Gp0X+A5wBZUd/RVUDms4P4scW6I7fUzl05Su/tAz7eNuZiyMbckraV8qX8MfW6NJJtvRVmZeCYyJiNWSDgFulbRvRKyt9ToREZK2+ZKs29jH7wE2RMTjNZrk1sfd2J9ZwbhOZc91qv5cp1ynarxuoepUmQdZK4DRVY9HpXmdtVkuqRkYDKxuTDyIiA90tVzSecCJwPsjHeTZyXOsSL9XSbqFyleYmRSvP5e3naT/An7RyaLuvCd11Y0+bgZOAQ7p4jky7ePu9msH3enL1cBOkprTpyt16e+tzIukUcAtwMciYnGN536xqn2t7WiLbU3m9Anmm2l6nqTFwLuBjieVvyhpRESslDQCWJVH3irT6OI/Y3n1cY39WW7bcUG4TtWZ65TrFLhO4TpV63kLVafKfLjgI8Ceqlztox+VN/T2Dm1uB85N06cBv65VJBpN0nHAPwAfiYgNNdoMlLRD+zSVT11qfSqQqfRH2+7kGjm685402geApyJieWcLi9THHdwOTFPlymPjgD2Bh6sbpG35N1S2bahs67l84qjKVXp+SeXE2we6aNed7aghJO0sqSlNj6fSx0s6aVq9H8mtjwEk9aFy3kbN49zz6OMu9mel2o4z4DrVQK5TDVeqv2/XqcZwnXrniqX9AU4AnqZyJZDpad7lqQMBtgP+l8pJbA8D4/POXJW9jcoxoK3pp/3qUiOBO9L0eCpXPPkdlZM0p+eY98fAAmB+2iBHdMxb6z3JuZ9/AFzUYV5h+pjKzmU5lU+qXgTurFo2PfXjQuD4qvl38KcrJI1P23Zb2tb755EX+AKwvmp7bgWGp2XfJV19qNZ2lFPmU9N73go8Cny4ap3qzC3APcAi4G5gaI7bxFHAQ52sk3cfd7o/K+p23MifzvaJuE5lldd1Kpt8rlM59TGuU/XM3PA6pbSimZmZmZmZ1UGZDxc0MzMzMzMrHA+yzMzMzMzM6siDLDMzMzMzszryIMvMzMzMzKyOPMgyMzMzMzOrIw+yzDohKST9d9XjZkkvSarLDfPqSVJfSY9WPT4p5d87z1xmZpYd1ymzYvMgy6xz64H9JG2fHh9DHe5Sn5EjgOobK54J3J9+m5lZz+Q6ZVZgHmSZ1XYH8KE0fSZwffsCSZMlzZb0mKQHJe2V5n9G0nVpen9Jj0sa0EX78yTdKmmmpKWSPi3ps6ndQ5KGpnazJF0tqTU95+SqnMcBv0rtBlEpZhcA06ryHiXpXkm3SVoi6UpJZ0l6WNICSbundj+QNEPSXElPSzoxm641M7M6cJ1ynbKC8iDLrLYbgGmStgMOAOZULXsKODIiJgJfAr6W5l8N7CHpZOD7wCciYkMX7QH2A04BDgX+EdiQ2s0GPlbVbkBEHARcDFxXNf9oYFaangr8X0Q8DayWdEhVuwOBi4AJwDnAuyNiMpW7sP91VbuxwGQqhXtG+vebmVnxuE65TllBNecdwKyoImK+pLFUPh28o8PiwcAPJe0JBNA3rbNZ0nnAfOA/I+KBrtonv4mIdcA6Sa8BP0/zF1Apmu2uT69xn6QdJe0EDATWpAJJynp1mr4hPZ6XHj8SESsBJC0G7qp6naOrXuemiNgMLJK0BNgbaO2qr8zMrPFcp1ynrLg8yDLr2u3AN4CjgJaq+VdQKTonpwI3q2rZnsDrwMhutn+zanpz1ePNvPNvNDpkCyqHYNwJkA7ZmALsLymAJiAk/X0dXsfMzIrJdcp1ygrIhwuade064KsRsaDD/MH86QTj89pnShoMXAO8D2iRdFpX7bfQR9NrHAG8FhGvUXWcO3Aa8OOI2C0ixkbEaOAZ4MgtfJ3TJfVJx7+PBxZuZV4zM8ue65TrlBWQB1lmXYiI5RFxTSeLvg78k6THeOena/8K/Hs61vwC4EpJw7tovyU2pvVnABdIagL2iIin0vIzgVs6rHMzW371pmXAw1SK4kURsXEr85qZWcZcp1ynrJgU4W9YzYpO0izgcxExt2reEcDZEXFRHV/nB8AvIuKn9XpOMzPr+VynzN7J52SZlVRE3E/lPiNmZmaF4zplvZm/yTIzMzMzM6sjn5NlZmZmZmZWRx5kmZmZmZmZ1ZEHWWZmZmZmZnXkQZaZmZmZmVkdeZBlZmZmZmZWRx5kmZmZmZmZ1dH/A6StAg0v90/yAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1008x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "batch = (SeismicDataset(field_index).next_batch(1)\n",
    "         .load(fmt='segy', components=('raw', 'corrected'))\n",
    "         .sort_traces(src=('raw', 'corrected'), dst=('raw', 'corrected'), sort_by='offset'))\n",
    "\n",
    "cv = 0.1\n",
    "batch.seismic_plot(('raw', 'corrected'), batch.indices[0], figsize=(14, 5),\n",
    "                    vmin=-cv, vmax=cv, cmap='gray')\n",
    "\n",
    "batch.gain_plot(('raw', 'corrected'), batch.indices[0], 51,\n",
    "                figsize=(14, 5), xlim=(0, -20), names=['Raw', 'Corrected']);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This pictures show the seismograms and gain's plots before (right) and after (left) spherical divergence correction."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
